{
  "meta": {
    "started": "2026-03-08T08:54:27.542386",
    "tasks": 15,
    "voices": [
      "A_baseline",
      "B_core_dominant",
      "C_pure_directive",
      "D_pure_narrative",
      "E_annotated_guide"
    ],
    "model": "claude-sonnet-4-20250514",
    "completed": "2026-03-08T09:06:31.660414"
  },
  "conditions": {
    "A_baseline": {
      "brief_chars": 9144,
      "avg_score": 0.618,
      "total_score": 9.27,
      "tasks": [
        {
          "task_id": "F01",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "written",
              "document",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 267,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, his approach would be highly systematic and documentation-focused:\n\n**Initial Evaluation Process:**\nHe would automatically filter this through his \"public bene"
        },
        {
          "task_id": "F02",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "socratic",
              "question",
              "dogmatic"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 237,
            "pattern_count": 2,
            "total_score": 0.597
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would respond to dogmatic philosophical arguments through **systematic Socratic questioning** rather than direct counter-argument or dismissal.\n\n**His speci"
        },
        {
          "task_id": "F03",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.0,
            "keywords_matched": [],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 257,
            "pattern_count": 4,
            "total_score": 0.28
          },
          "response_preview": "Based on Franklin's behavioral patterns, watch for **deflection paralysis** - his compulsive need to redirect credit away from himself could undermine the very public benefit he achieved.\n\nSpecificall"
        },
        {
          "task_id": "F04",
          "category": "decision",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "public",
              "benefit",
              "service",
              "useful"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 264,
            "pattern_count": 3,
            "total_score": 0.84
          },
          "response_preview": "Based on Franklin's behavioral patterns, he will choose the public service role, but his decision process will be characteristically systematic and the choice will create internal tension.\n\n**His deci"
        },
        {
          "task_id": "F05",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "experiment",
              "systematic",
              "observation",
              "document"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 260,
            "pattern_count": 3,
            "total_score": 0.84
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would approach a scientific question about electricity through systematic experimental methodology rather than theoretical speculation.\n\n**His systematic in"
        },
        {
          "task_id": "F06",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "public",
              "benefit"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 263,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's the most effective framing approach:\n\n**Lead with Public Benefit**\nStart immediately with how your idea serves community welfare. Franklin \"automaticall"
        },
        {
          "task_id": "F07",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "organiz",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 305,
            "pattern_count": 4,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, he'll struggle in several specific areas when organizing a complex multi-step project:\n\n**Timeline Management Tensions**: His requirement for \"thorough deliber"
        },
        {
          "task_id": "F08",
          "category": "decision",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "clear",
              "terms",
              "written"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 245,
            "pattern_count": 1,
            "total_score": 0.563
          },
          "response_preview": "Based on Franklin's behavioral patterns, he will insist on several specific elements before proceeding:\n\n**Thorough documentation and clarity**: His \"written documentation compulsion\" means he'll requ"
        },
        {
          "task_id": "F09",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.2,
            "keywords_matched": [
              "dispute"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 262,
            "pattern_count": 2,
            "total_score": 0.387
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would approach this mediation through systematic Socratic questioning rather than direct arbitration or taking sides.\n\n**His Process:**\n\nFranklin would shif"
        },
        {
          "task_id": "F10",
          "category": "interaction",
          "score": {
            "keyword_score": 0.2,
            "keywords_matched": [
              "avoid"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 252,
            "pattern_count": 3,
            "total_score": 0.42
          },
          "response_preview": "Based on Franklin's behavioral patterns, his withdrawal likely indicates one of several specific triggers:\n\n**Most probable causes:**\n\n1. **The discussion lacks systematic analysis** - If the meeting "
        },
        {
          "task_id": "F11",
          "category": "decision",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "public",
              "benefit"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 242,
            "pattern_count": 3,
            "total_score": 0.56
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would decide **not to patent the stove design**.\n\nThis decision flows directly from his core axiom that **public benefit takes automatic priority over indiv"
        },
        {
          "task_id": "F12",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "voluntary",
              "persua",
              "written",
              "anonymous"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 239,
            "pattern_count": 2,
            "total_score": 0.807
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would employ a systematic Socratic questioning strategy rather than direct advocacy.\n\n**Primary Approach: Guided Self-Discovery**\nFranklin would shift into "
        },
        {
          "task_id": "F13",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "socratic",
              "question"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 255,
            "pattern_count": 3,
            "total_score": 0.56
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would deliver this feedback through systematic Socratic questioning rather than direct criticism.\n\nHe would shift into his reflexive questioning mode, askin"
        },
        {
          "task_id": "F14",
          "category": "interaction",
          "score": {
            "keyword_score": 0.833,
            "keywords_matched": [
              "refined",
              "read",
              "intellectual",
              "avoid",
              "tavern"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 225,
            "pattern_count": 2,
            "total_score": 0.83
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would **appreciate** leisure activities that combine refinement with practical benefit:\n\n**Activities he'd embrace:**\n- **Plays and literary discussions** -"
        },
        {
          "task_id": "F15",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "systematic",
              "track",
              "virtue"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 266,
            "pattern_count": 4,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's systematic approach to character development, he would respond to weeks of failure on a single virtue through methodical analysis rather than abandonment of the system.\n\nFirst, he "
        }
      ],
      "by_category": {
        "interaction": 0.627,
        "decision": 0.666,
        "reasoning": 0.652,
        "failure_mode": 0.49
      }
    },
    "B_core_dominant": {
      "brief_chars": 2466,
      "avg_score": 0.708,
      "total_score": 10.61,
      "tasks": [
        {
          "task_id": "F01",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.333,
            "keywords_matched": [
              "document",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 241,
            "pattern_count": 2,
            "total_score": 0.48
          },
          "response_preview": "Based on Franklin's behavioral patterns, his approach would be highly systematic and cautious:\n\n**Financial Scrutiny**: Given his intense focus on financial independence and past losses from contract "
        },
        {
          "task_id": "F02",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "socratic",
              "question",
              "avoid",
              "dogmatic"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 258,
            "pattern_count": 1,
            "total_score": 0.68
          },
          "response_preview": "Based on the behavioral patterns described, Franklin would respond to a dogmatic philosophical argument in several characteristic ways:\n\n**He would avoid direct confrontation** - Rather than immediate"
        },
        {
          "task_id": "F03",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "pride",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 231,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on the behavioral patterns described, watch for **pride becoming a systematic problem** that undermines his collaborative effectiveness.\n\nSpecifically, monitor for:\n\n**Intellectual Arrogance Cre"
        },
        {
          "task_id": "F04",
          "category": "decision",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "public",
              "benefit",
              "service",
              "honest"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 251,
            "pattern_count": 2,
            "total_score": 0.807
          },
          "response_preview": "Based on the behavioral patterns described, this person would choose the public service role, but their decision-making process would be characteristically systematic and principled.\n\nHere's how they "
        },
        {
          "task_id": "F05",
          "category": "reasoning",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "experiment",
              "systematic",
              "observation",
              "document",
              "share"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 230,
            "pattern_count": 2,
            "total_score": 0.947
          },
          "response_preview": "Based on the behavioral patterns described, this person would approach a scientific question about electricity through systematic experimentation and careful documentation rather than theoretical spec"
        },
        {
          "task_id": "F06",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "public",
              "benefit"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 246,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's the most effective framing approach:\n\n**Lead with systematic analysis and public benefit:**\n- Present your idea as addressing a specific systemic ineffi"
        },
        {
          "task_id": "F07",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.75,
            "keywords_matched": [
              "order",
              "organiz",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 239,
            "pattern_count": 5,
            "total_score": 0.805
          },
          "response_preview": "Based on the behavioral patterns described, Franklin will likely struggle in these specific areas when organizing a complex multi-step project:\n\n**Order and Structure Management**: The brief explicitl"
        },
        {
          "task_id": "F08",
          "category": "decision",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "clear",
              "terms",
              "written",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 233,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on Franklin's character, he will insist on several key elements when dealing with vague financial terms:\n\n**Detailed Documentation**: Given his systematic precision and habit of documenting impo"
        },
        {
          "task_id": "F09",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "goodwill",
              "avoid",
              "dispute"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 259,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's how he would likely mediate the dispute:\n\n**Initial Approach:**\n- He would carefully observe both parties first, likely documenting the key points of co"
        },
        {
          "task_id": "F10",
          "category": "interaction",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "space",
              "avoid"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 231,
            "pattern_count": 3,
            "total_score": 0.56
          },
          "response_preview": "Based on Franklin's behavioral patterns, his withdrawal likely indicates he's in **systematic observation mode** - carefully studying the dynamics and gathering information before engaging. This align"
        },
        {
          "task_id": "F11",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "free"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 232,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on this person's character, they would almost certainly decide **not** to patent the stove design.\n\nHere's why this decision aligns with their behavioral patterns:\n\n**Anonymous Contribution Over"
        },
        {
          "task_id": "F12",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "voluntary",
              "persua",
              "anonymous"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 262,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would likely employ this systematic persuasion strategy:\n\n**Preparation Phase:**\n- Document extensive research on the legislature's past decisions, financia"
        },
        {
          "task_id": "F13",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "socratic",
              "question",
              "suggest"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 242,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would deliver this feedback through systematic and diplomatic means:\n\n**His Approach:**\n- He would use **Socratic questioning** rather than direct confronta"
        },
        {
          "task_id": "F14",
          "category": "interaction",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "read",
              "intellectual",
              "avoid",
              "frivolous"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 229,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on the behavioral patterns described, Franklin would likely appreciate and reject leisure activities along these lines:\n\n**Would Appreciate:**\n- **Intellectual clubs or discussion groups** - ali"
        },
        {
          "task_id": "F15",
          "category": "decision",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "systematic",
              "track",
              "virtue",
              "persist",
              "practice"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 240,
            "pattern_count": 3,
            "total_score": 0.98
          },
          "response_preview": "Based on Franklin's systematic approach and documented self-examination practices, he would likely respond in several characteristic ways:\n\n**Methodical Analysis**: He would carefully review his detai"
        }
      ],
      "by_category": {
        "interaction": 0.634,
        "decision": 0.792,
        "reasoning": 0.688,
        "failure_mode": 0.701
      }
    },
    "C_pure_directive": {
      "brief_chars": 2587,
      "avg_score": 0.691,
      "total_score": 10.37,
      "tasks": [
        {
          "task_id": "F01",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "industry",
              "document",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 242,
            "pattern_count": 2,
            "total_score": 0.597
          },
          "response_preview": "Based on Franklin's patterns, here's how he would likely approach this decision:\n\n**Documentation First**: He would insist on putting everything in writing - partnership terms, profit sharing, respons"
        },
        {
          "task_id": "F02",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "socratic",
              "question",
              "avoid",
              "dogmatic"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 228,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would respond with diplomatic restraint and intellectual humility rather than direct confrontation. Here's how he would likely handle this:\n\n**Use the Socra"
        },
        {
          "task_id": "F03",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.25,
            "keywords_matched": [
              "vanity"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 216,
            "pattern_count": 3,
            "total_score": 0.455
          },
          "response_preview": "Based on Franklin's character, watch for **vanity and self-aggrandizement** - this is his primary failure mode after public success.\n\nSpecifically, monitor for:\n\n**Speech patterns that shift from dipl"
        },
        {
          "task_id": "F04",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "service"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 241,
            "pattern_count": 1,
            "total_score": 0.633
          },
          "response_preview": "Based on Franklin's character, he would choose the public service role, but his reasoning would be characteristically practical rather than purely altruistic.\n\nFranklin would likely frame his decision"
        },
        {
          "task_id": "F05",
          "category": "reasoning",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "experiment",
              "systematic",
              "observation",
              "document",
              "share"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 237,
            "pattern_count": 2,
            "total_score": 0.947
          },
          "response_preview": "Based on Franklin's character, here's how he would approach a scientific question about electricity:\n\n**Systematic Investigation Method:**\nFranklin would suggest starting with careful observation and "
        },
        {
          "task_id": "F06",
          "category": "interaction",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "public",
              "benefit",
              "practical",
              "utility"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 235,
            "pattern_count": 3,
            "total_score": 0.98
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's the most effective framing approach:\n\n**Lead with public benefit, not personal gain.** Open by explaining how your idea serves the common good or addres"
        },
        {
          "task_id": "F07",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.75,
            "keywords_matched": [
              "order",
              "organiz",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 233,
            "pattern_count": 3,
            "total_score": 0.805
          },
          "response_preview": "Based on Franklin's behavioral patterns, he may struggle in these specific areas when organizing a complex multi-step project:\n\n**Delegation and Direct Authority**\nFranklin will likely struggle with g"
        },
        {
          "task_id": "F08",
          "category": "decision",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "clear",
              "terms",
              "written",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 233,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on Franklin's patterns, he would insist on **written documentation** above all else. He consistently promotes \"clear written communication over verbal disputes\" and encourages \"written documenta"
        },
        {
          "task_id": "F09",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "goodwill",
              "avoid",
              "dispute",
              "written"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 239,
            "pattern_count": 2,
            "total_score": 0.807
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's how he would likely mediate the dispute:\n\n**Initial Approach:**\n- He'd avoid taking sides immediately and focus on maintaining goodwill with both partie"
        },
        {
          "task_id": "F10",
          "category": "interaction",
          "score": {
            "keyword_score": 0.2,
            "keywords_matched": [
              "avoid"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 226,
            "pattern_count": 2,
            "total_score": 0.387
          },
          "response_preview": "Based on Franklin's patterns, his withdrawal likely signals one of several things:\n\n**What's probably happening:**\n- He's practicing intellectual humility, waiting to hear others' views before offerin"
        },
        {
          "task_id": "F11",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "free"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 223,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on Franklin's character, he would decide **not to patent** his stove design.\n\nHere's how he would approach this decision:\n\n**His reasoning process:**\n- He would weigh personal profit against pub"
        },
        {
          "task_id": "F12",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.2,
            "keywords_matched": [
              "consensus"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 228,
            "pattern_count": 2,
            "total_score": 0.387
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would likely employ this strategic approach:\n\n**Frame as Public Benefit, Not Personal Glory**\nHe'd present the defense funding as essential for colonial wel"
        },
        {
          "task_id": "F13",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "socratic",
              "question",
              "suggest"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 221,
            "pattern_count": 3,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would deliver this feedback through a diplomatic, Socratic approach:\n\n**Written Documentation First**: He'd likely put his observations in writing rather th"
        },
        {
          "task_id": "F14",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "read",
              "intellectual",
              "avoid"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 247,
            "pattern_count": 2,
            "total_score": 0.597
          },
          "response_preview": "Based on Franklin's character, here's what he would likely appreciate versus reject in leisure activities:\n\n**Activities Franklin would appreciate:**\n- **Reading clubs or discussion groups** - These c"
        },
        {
          "task_id": "F15",
          "category": "decision",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "systematic",
              "track",
              "virtue",
              "persist",
              "practice"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 247,
            "pattern_count": 4,
            "total_score": 0.98
          },
          "response_preview": "Based on Franklin's systematic approach to self-improvement, he would likely respond with methodical analysis rather than abandonment of the effort.\n\n**He would first examine his tracking method:** Fr"
        }
      ],
      "by_category": {
        "interaction": 0.655,
        "decision": 0.748,
        "reasoning": 0.69,
        "failure_mode": 0.653
      }
    },
    "D_pure_narrative": {
      "brief_chars": 2252,
      "avg_score": 0.691,
      "total_score": 10.37,
      "tasks": [
        {
          "task_id": "F01",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "written",
              "document",
              "agreement",
              "clear terms"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 238,
            "pattern_count": 3,
            "total_score": 0.747
          },
          "response_preview": "Based on Franklin's behavioral patterns, his approach would likely involve several systematic steps:\n\n**Risk Assessment Through Documentation**\nHe would apply his \"strong risk assessment capabilities\""
        },
        {
          "task_id": "F02",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.833,
            "keywords_matched": [
              "socratic",
              "question",
              "avoid",
              "dogmatic",
              "indirect"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 246,
            "pattern_count": 2,
            "total_score": 0.83
          },
          "response_preview": "Based on the behavioral patterns described, Franklin would likely respond to a dogmatic philosophical argument in several characteristic ways:\n\n**Avoid Direct Confrontation**: Rather than immediately "
        },
        {
          "task_id": "F03",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.25,
            "keywords_matched": [
              "pride"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 215,
            "pattern_count": 2,
            "total_score": 0.422
          },
          "response_preview": "Based on his behavioral patterns, you should watch for **pride management issues** escalating after this major success.\n\nThe profile specifically identifies \"struggling with fundamental organizational"
        },
        {
          "task_id": "F04",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "service"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 223,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on the behavioral patterns described, Franklin would choose the public service role. Here's why:\n\n**Core Priority Pattern**: The profile explicitly states he \"consistently prioritizes public ben"
        },
        {
          "task_id": "F05",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "experiment",
              "systematic",
              "observation",
              "document"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 124,
            "pattern_count": 1,
            "total_score": 0.793
          },
          "response_preview": "I cannot answer this question based solely on the behavioral profile provided. While the profile mentions that this person \"engages in continuous self-education across diverse fields, from languages t"
        },
        {
          "task_id": "F06",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "public",
              "benefit"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 255,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's the most effective framing approach:\n\n**Lead with systematic analysis and public benefit**\nPresent your idea as a methodical solution to a clear problem"
        },
        {
          "task_id": "F07",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "organiz",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 216,
            "pattern_count": 5,
            "total_score": 0.63
          },
          "response_preview": "Based on the behavioral patterns described, Franklin will likely struggle with the **fundamental organizational and structural aspects** of the multi-step project, despite his strengths in other areas"
        },
        {
          "task_id": "F08",
          "category": "decision",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "clear",
              "terms",
              "written",
              "agreement"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 235,
            "pattern_count": 4,
            "total_score": 0.747
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would insist on several key elements when dealing with vague financial terms:\n\n**Clear documentation and systematic tracking**: Given his tendency to mainta"
        },
        {
          "task_id": "F09",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "goodwill",
              "avoid",
              "dispute"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 241,
            "pattern_count": 3,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would likely mediate this dispute through several characteristic approaches:\n\n**Indirect and Anonymous Methods**: Rather than inserting himself directly as "
        },
        {
          "task_id": "F10",
          "category": "interaction",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "processing",
              "avoid"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 245,
            "pattern_count": 3,
            "total_score": 0.56
          },
          "response_preview": "Based on this person's behavioral patterns, his withdrawal likely indicates he's in careful observation and analysis mode rather than disengagement. Given his tendency to use \"Socratic questioning ove"
        },
        {
          "task_id": "F11",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "free"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 224,
            "pattern_count": 2,
            "total_score": 0.667
          },
          "response_preview": "Based on the behavioral patterns described, Franklin would likely decide **not to patent his stove design**.\n\nHere's why this aligns with his established patterns:\n\n**Prioritizes public benefit over p"
        },
        {
          "task_id": "F12",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "voluntary",
              "persua",
              "consensus",
              "anonymous"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 252,
            "pattern_count": 2,
            "total_score": 0.807
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would likely employ this multi-pronged strategy:\n\n**Anonymous Publication First**: Given his preference for \"indirect methods, favoring anonymous publicatio"
        },
        {
          "task_id": "F13",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "indirect",
              "socratic",
              "question"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 238,
            "pattern_count": 4,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would likely deliver this feedback through indirect and diplomatic methods rather than direct confrontation.\n\n**His approach would probably involve:**\n\n**So"
        },
        {
          "task_id": "F14",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "intellectual",
              "avoid",
              "frivolous"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 251,
            "pattern_count": 4,
            "total_score": 0.63
          },
          "response_preview": "Based on the behavioral patterns described, this person would likely appreciate leisure activities that align with their systematic self-improvement approach and intellectual curiosity:\n\n**Would Appre"
        },
        {
          "task_id": "F15",
          "category": "decision",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "systematic",
              "track",
              "virtue",
              "practice"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 252,
            "pattern_count": 6,
            "total_score": 0.84
          },
          "response_preview": "Based on his systematic approach to self-improvement and analytical mindset, Franklin would likely respond to this setback in several characteristic ways:\n\n**Methodical Analysis**: Given his pattern o"
        }
      ],
      "by_category": {
        "interaction": 0.607,
        "decision": 0.73,
        "reasoning": 0.775,
        "failure_mode": 0.584
      }
    },
    "E_annotated_guide": {
      "brief_chars": 2851,
      "avg_score": 0.766,
      "total_score": 11.5,
      "tasks": [
        {
          "task_id": "F01",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "written",
              "document",
              "agreement",
              "clear terms"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 272,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's how he would approach this investment decision:\n\n## Documentation and Systematic Analysis\nHe would insist on **written records of everything**—partnersh"
        },
        {
          "task_id": "F02",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.667,
            "keywords_matched": [
              "socratic",
              "question",
              "avoid",
              "dogmatic"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 224,
            "pattern_count": 2,
            "total_score": 0.713
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would avoid direct confrontation with the dogmatic argument. Instead, he would employ **Socratic questioning** to gently probe the underlying assumptions.\n\n"
        },
        {
          "task_id": "F03",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "pride",
              "struggle"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 185,
            "pattern_count": 6,
            "total_score": 0.65
          },
          "response_preview": "Based on the behavioral brief, you should watch for **pride emerging as his acknowledged struggle**. \n\nWhen Franklin experiences major public success, his pride may cause him to become \"overly investe"
        },
        {
          "task_id": "F04",
          "category": "decision",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "public",
              "benefit",
              "service",
              "useful",
              "honest"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 238,
            "pattern_count": 2,
            "total_score": 0.947
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would choose the public service role, but not without careful deliberation.\n\n**His decision-making process would involve:**\n\n1. **Utilitarian analysis** - H"
        },
        {
          "task_id": "F05",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.8,
            "keywords_matched": [
              "experiment",
              "systematic",
              "observation",
              "document"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 243,
            "pattern_count": 3,
            "total_score": 0.84
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's how he approaches scientific questions about electricity:\n\n**Systematic Experimentation & Documentation**\nHe'll design controlled experiments to test sp"
        },
        {
          "task_id": "F06",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "public",
              "benefit"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 250,
            "pattern_count": 3,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's the most effective framing approach:\n\n## Lead with Public Benefit\nStart immediately with how your idea serves the collective good. Franklin's core axiom"
        },
        {
          "task_id": "F07",
          "category": "failure_mode",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "order",
              "organiz",
              "struggle",
              "weakness"
            ],
            "keywords_total": 4,
            "generic_count": 0,
            "word_count": 244,
            "pattern_count": 5,
            "total_score": 0.98
          },
          "response_preview": "Based on Franklin's behavioral patterns, he'll likely struggle in two key areas:\n\n**1. Order and Systematic Organization**\nFranklin explicitly acknowledged Order as one of his personal weaknesses. Whi"
        },
        {
          "task_id": "F08",
          "category": "decision",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "clear",
              "terms",
              "written",
              "agreement",
              "exploit",
              "decei"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 210,
            "pattern_count": 2,
            "total_score": 0.947
          },
          "response_preview": "Based on Franklin's behavioral patterns, he will absolutely insist on **clear, detailed terms** before proceeding with any financial deal.\n\nHis hypersensitivity to financial exploitation stems from be"
        },
        {
          "task_id": "F09",
          "category": "reasoning",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "harmony",
              "goodwill",
              "avoid",
              "dispute",
              "written"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 261,
            "pattern_count": 2,
            "total_score": 0.947
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's how he would likely mediate the dispute:\n\n## Initial Approach\nFranklin would avoid taking sides immediately and instead employ **Socratic questioning** "
        },
        {
          "task_id": "F10",
          "category": "interaction",
          "score": {
            "keyword_score": 1.0,
            "keywords_matched": [
              "reflect",
              "processing",
              "space",
              "avoid",
              "dispute"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 218,
            "pattern_count": 3,
            "total_score": 0.98
          },
          "response_preview": "Based on Franklin's behavioral patterns, his withdrawal likely means one of two things:\n\n**What's happening:**\n- He's avoiding a potential dispute while trying to maintain goodwill with everyone prese"
        },
        {
          "task_id": "F11",
          "category": "decision",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "public",
              "benefit",
              "free"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 225,
            "pattern_count": 3,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would decide **not to patent the stove design**.\n\nHere's why this aligns with his core decision-making framework:\n\n**Utilitarian Calculus Application**: Fra"
        },
        {
          "task_id": "F12",
          "category": "reasoning",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "written",
              "consensus"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 246,
            "pattern_count": 4,
            "total_score": 0.56
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would employ a systematic, documentation-heavy approach focused on public benefit:\n\n**Lead with Utilitarian Framing**: He'd open by demonstrating how defens"
        },
        {
          "task_id": "F13",
          "category": "failure_mode",
          "score": {
            "keyword_score": 0.6,
            "keywords_matched": [
              "gentle",
              "socratic",
              "question"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 244,
            "pattern_count": 4,
            "total_score": 0.7
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would deliver this feedback through his characteristic approach of gentle inquiry rather than direct contradiction.\n\n**His Method:**\nHe'd avoid stating \"You"
        },
        {
          "task_id": "F14",
          "category": "interaction",
          "score": {
            "keyword_score": 0.5,
            "keywords_matched": [
              "intellectual",
              "avoid",
              "frivolous"
            ],
            "keywords_total": 6,
            "generic_count": 0,
            "word_count": 306,
            "pattern_count": 4,
            "total_score": 0.63
          },
          "response_preview": "Based on Franklin's behavioral patterns, here's what he would likely appreciate vs. reject in leisure activities:\n\n## WOULD APPRECIATE:\n\n**Intellectual games with social benefit** - Chess, strategic b"
        },
        {
          "task_id": "F15",
          "category": "decision",
          "score": {
            "keyword_score": 0.4,
            "keywords_matched": [
              "systematic",
              "virtue"
            ],
            "keywords_total": 5,
            "generic_count": 0,
            "word_count": 224,
            "pattern_count": 5,
            "total_score": 0.56
          },
          "response_preview": "Based on Franklin's behavioral patterns, he would respond systematically rather than emotionally to this setback.\n\n**His likely approach:**\n\n**Documentation and Analysis**: He'd meticulously record th"
        }
      ],
      "by_category": {
        "interaction": 0.747,
        "decision": 0.788,
        "reasoning": 0.755,
        "failure_mode": 0.777
      }
    }
  }
}