{
  "model": "HuggingFaceTB/SmolLM2-360M-Instruct",
  "revision": "a10cc1512eabd3dde888204e902eca88bddb4951",
  "sha256": "57987a3a24dc34ad2cb5e7e566840ccaece095e35a24ae4fc5b3086c7ddd6918",
  "method": "assistant-prefill; last-token mean contrast; raw addition at generated tokens only",
  "review": {
    "reviewer": "development agent",
    "type": "Qualitative, not blinded human review or a statistical benchmark",
    "admissionRule": "Accept only if at least four of five outputs clearly convey the intended subject, remain readable without sustained repetition, and continue the supplied opening. Apply this independently to native CPU and browser WASM outputs. Incidental keywords alone do not pass. Qualitative development-agent review, not a blinded human benchmark.",
    "limitations": [
      "Five held-out openings, one seed and one temperature per backend. No universal or cross-language claim.",
      "Passing means a recognizable theme and interpretable continuation; it does not mean polished prose or perfect grammar.",
      "Names from the model training prompt can intrude into the fiction.",
      "Large strengths and negative directions are not validated; coherence can break.",
      "The food and fantasy directions each failed one reviewed continuation per backend."
    ]
  },
  "ratings": [
    {
      "id": "food",
      "backend": "native",
      "prompt": "Inside the old cabinet, she found",
      "passed": true,
      "note": "Cooking actions remain understandable, although the discovered object is vague."
    },
    {
      "id": "food",
      "backend": "native",
      "prompt": "After the long journey, we arrived at",
      "passed": true,
      "note": "Clear food setting and readable continuation."
    },
    {
      "id": "food",
      "backend": "native",
      "prompt": "The stranger's message described",
      "passed": true,
      "note": "Clear description of spices; includes an unwanted model-name reference."
    },
    {
      "id": "food",
      "backend": "native",
      "prompt": "When the lights came on, I saw",
      "passed": false,
      "note": "Repeated taste phrase disrupts the continuation."
    },
    {
      "id": "food",
      "backend": "native",
      "prompt": "At the end of the narrow path stood",
      "passed": true,
      "note": "Readable pastry scene with clumsy comparisons and a model-name intrusion."
    },
    {
      "id": "food",
      "backend": "wasm",
      "prompt": "Inside the old cabinet, she found",
      "passed": false,
      "note": "Drifts from keys and a wooden surface into cooking without a clear connection."
    },
    {
      "id": "food",
      "backend": "wasm",
      "prompt": "After the long journey, we arrived at",
      "passed": true,
      "note": "Clear food and flavor imagery at the coast."
    },
    {
      "id": "food",
      "backend": "wasm",
      "prompt": "The stranger's message described",
      "passed": true,
      "note": "Sensory food description remains interpretable; awkward synaesthetic wording."
    },
    {
      "id": "food",
      "backend": "wasm",
      "prompt": "When the lights came on, I saw",
      "passed": true,
      "note": "Clear festival and cooking scene."
    },
    {
      "id": "food",
      "backend": "wasm",
      "prompt": "At the end of the narrow path stood",
      "passed": true,
      "note": "A poetic edible-tree scene; repetitive adjectives but no sustained token loop."
    },
    {
      "id": "fantasy",
      "backend": "native",
      "prompt": "Inside the old cabinet, she found",
      "passed": true,
      "note": "An enchanted object continues the cabinet opening."
    },
    {
      "id": "fantasy",
      "backend": "native",
      "prompt": "After the long journey, we arrived at",
      "passed": true,
      "note": "A magical forest and ancient tree form a readable setting."
    },
    {
      "id": "fantasy",
      "backend": "native",
      "prompt": "The stranger's message described",
      "passed": true,
      "note": "Supernatural beings and powers clearly express the theme."
    },
    {
      "id": "fantasy",
      "backend": "native",
      "prompt": "When the lights came on, I saw",
      "passed": true,
      "note": "A spell and an otherworldly speaker continue the scene."
    },
    {
      "id": "fantasy",
      "backend": "native",
      "prompt": "At the end of the narrow path stood",
      "passed": false,
      "note": "Collapses into repeated old tokens."
    },
    {
      "id": "fantasy",
      "backend": "wasm",
      "prompt": "Inside the old cabinet, she found",
      "passed": true,
      "note": "Enchanted tomes and a chosen-one symbol continue the opening."
    },
    {
      "id": "fantasy",
      "backend": "wasm",
      "prompt": "After the long journey, we arrived at",
      "passed": true,
      "note": "Dark magic and a mythical guardian; minor invented-word/grammar errors."
    },
    {
      "id": "fantasy",
      "backend": "wasm",
      "prompt": "The stranger's message described",
      "passed": true,
      "note": "A magical realm remains readable despite some repeated phrases."
    },
    {
      "id": "fantasy",
      "backend": "wasm",
      "prompt": "When the lights came on, I saw",
      "passed": true,
      "note": "Supernatural beings and a spell clearly express the theme."
    },
    {
      "id": "fantasy",
      "backend": "wasm",
      "prompt": "At the end of the narrow path stood",
      "passed": false,
      "note": "Collapses into repeated and tokens."
    }
  ],
  "rejected": [
    {
      "id": "technology",
      "reason": "Some outputs are clearly computational, but other openings only produce an ambiguous key/code metaphor or generic systems language."
    },
    {
      "id": "nature",
      "reason": "Some openings remain unrelated; one browser continuation repeats trees and stones."
    },
    {
      "id": "space",
      "reason": "Astronomy is often only incidental; several outputs stay unrelated to space."
    },
    {
      "id": "music",
      "reason": "Several openings remain unrelated; repeated haunting phrases cause collapse."
    }
  ],
  "native": {
    "model": "HuggingFaceTB/SmolLM2-360M-Instruct",
    "revision": "a10cc1512eabd3dde888204e902eca88bddb4951",
    "sha256": "57987a3a24dc34ad2cb5e7e566840ccaece095e35a24ae4fc5b3086c7ddd6918",
    "runtime": "onnxruntime-node 1.24.3 CPU, one inference thread",
    "method": "Last-token mean contrast; generated-token activations only; unchanged assistant-prefill fiction opening",
    "plan": {
      "phase": "Confirmation of assistant-prefill fiction continuation; new openings held out from development",
      "criterion": "Accept only if at least four of five outputs clearly convey the intended subject, remain readable without sustained repetition, and continue the supplied opening. Apply this independently to native CPU and browser WASM outputs. Incidental keywords alone do not pass. Qualitative development-agent review, not a blinded human benchmark.",
      "temperature": 0.7,
      "seed": 42,
      "tokens": 64,
      "prompts": [
        "Inside the old cabinet, she found",
        "After the long journey, we arrived at",
        "The stranger's message described",
        "When the lights came on, I saw",
        "At the end of the narrow path stood"
      ],
      "configurations": [
        {
          "id": "technology",
          "layer": 20,
          "strength": 1,
          "instruction": "Use imagery and examples from computers, software and networks.",
          "pairs": [
            [
              "The subject is computers",
              "The subject is work"
            ],
            [
              "The subject is software",
              "The subject is travel"
            ],
            [
              "The subject is programming",
              "The subject is history"
            ],
            [
              "The subject is technology",
              "The subject is business"
            ],
            [
              "The subject is algorithms",
              "The subject is sports"
            ],
            [
              "The subject is networks",
              "The subject is school"
            ],
            [
              "The subject is processors",
              "The subject is shopping"
            ],
            [
              "The subject is databases",
              "The subject is meetings"
            ]
          ]
        },
        {
          "id": "food",
          "layer": 20,
          "strength": 1,
          "instruction": "Use imagery and examples from cooking, food and meals.",
          "pairs": [
            [
              "The subject is food",
              "The subject is work"
            ],
            [
              "The subject is cooking",
              "The subject is travel"
            ],
            [
              "The subject is recipes",
              "The subject is history"
            ],
            [
              "The subject is cuisine",
              "The subject is business"
            ],
            [
              "The subject is baking",
              "The subject is sports"
            ],
            [
              "The subject is meals",
              "The subject is school"
            ],
            [
              "The subject is ingredients",
              "The subject is shopping"
            ],
            [
              "The subject is flavors",
              "The subject is meetings"
            ]
          ]
        },
        {
          "id": "nature",
          "layer": 20,
          "strength": 0.5,
          "instruction": "Use imagery and examples from forests, plants and wildlife.",
          "pairs": [
            [
              "The subject is forests",
              "The subject is work"
            ],
            [
              "The subject is trees",
              "The subject is travel"
            ],
            [
              "The subject is wildlife",
              "The subject is history"
            ],
            [
              "The subject is nature",
              "The subject is business"
            ],
            [
              "The subject is flowers",
              "The subject is sports"
            ],
            [
              "The subject is plants",
              "The subject is school"
            ],
            [
              "The subject is gardens",
              "The subject is shopping"
            ],
            [
              "The subject is birds",
              "The subject is meetings"
            ]
          ]
        },
        {
          "id": "space",
          "layer": 20,
          "strength": 0.5,
          "instruction": "Use imagery and examples from astronomy, planets and space travel.",
          "pairs": [
            [
              "The subject is space",
              "The subject is work"
            ],
            [
              "The subject is astronomy",
              "The subject is travel"
            ],
            [
              "The subject is galaxies",
              "The subject is history"
            ],
            [
              "The subject is planets",
              "The subject is business"
            ],
            [
              "The subject is astronauts",
              "The subject is sports"
            ],
            [
              "The subject is spaceships",
              "The subject is school"
            ],
            [
              "The subject is stars",
              "The subject is shopping"
            ],
            [
              "The subject is cosmos",
              "The subject is meetings"
            ]
          ]
        },
        {
          "id": "music",
          "layer": 25,
          "strength": 1,
          "instruction": "Use imagery and examples from music, musicians and instruments.",
          "pairs": [
            [
              "The subject is music",
              "The subject is work"
            ],
            [
              "The subject is songs",
              "The subject is travel"
            ],
            [
              "The subject is melodies",
              "The subject is history"
            ],
            [
              "The subject is instruments",
              "The subject is business"
            ],
            [
              "The subject is concerts",
              "The subject is sports"
            ],
            [
              "The subject is rhythms",
              "The subject is school"
            ],
            [
              "The subject is musicians",
              "The subject is shopping"
            ],
            [
              "The subject is orchestras",
              "The subject is meetings"
            ]
          ]
        },
        {
          "id": "fantasy",
          "layer": 25,
          "strength": 1,
          "instruction": "Use imagery and examples from magic, spells and wizards.",
          "pairs": [
            [
              "The subject is magic",
              "The subject is work"
            ],
            [
              "The subject is wizards",
              "The subject is travel"
            ],
            [
              "The subject is dragons",
              "The subject is history"
            ],
            [
              "The subject is spells",
              "The subject is business"
            ],
            [
              "The subject is enchantment",
              "The subject is sports"
            ],
            [
              "The subject is sorcery",
              "The subject is school"
            ],
            [
              "The subject is fairies",
              "The subject is shopping"
            ],
            [
              "The subject is witches",
              "The subject is meetings"
            ]
          ]
        }
      ]
    },
    "directions": [
      {
        "id": "technology",
        "layer": 20,
        "strength": 1,
        "instruction": "Use imagery and examples from computers, software and networks.",
        "pairs": [
          [
            "The subject is computers",
            "The subject is work"
          ],
          [
            "The subject is software",
            "The subject is travel"
          ],
          [
            "The subject is programming",
            "The subject is history"
          ],
          [
            "The subject is technology",
            "The subject is business"
          ],
          [
            "The subject is algorithms",
            "The subject is sports"
          ],
          [
            "The subject is networks",
            "The subject is school"
          ],
          [
            "The subject is processors",
            "The subject is shopping"
          ],
          [
            "The subject is databases",
            "The subject is meetings"
          ]
        ],
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      },
      {
        "id": "food",
        "layer": 20,
        "strength": 1,
        "instruction": "Use imagery and examples from cooking, food and meals.",
        "pairs": [
          [
            "The subject is food",
            "The subject is work"
          ],
          [
            "The subject is cooking",
            "The subject is travel"
          ],
          [
            "The subject is recipes",
            "The subject is history"
          ],
          [
            "The subject is cuisine",
            "The subject is business"
          ],
          [
            "The subject is baking",
            "The subject is sports"
          ],
          [
            "The subject is meals",
            "The subject is school"
          ],
          [
            "The subject is ingredients",
            "The subject is shopping"
          ],
          [
            "The subject is flavors",
            "The subject is meetings"
          ]
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      {
        "id": "nature",
        "layer": 20,
        "strength": 0.5,
        "instruction": "Use imagery and examples from forests, plants and wildlife.",
        "pairs": [
          [
            "The subject is forests",
            "The subject is work"
          ],
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            "The subject is history"
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          [
            "The subject is nature",
            "The subject is business"
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          [
            "The subject is flowers",
            "The subject is sports"
          ],
          [
            "The subject is plants",
            "The subject is school"
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          [
            "The subject is gardens",
            "The subject is shopping"
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          [
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            "The subject is meetings"
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      {
        "id": "space",
        "layer": 20,
        "strength": 0.5,
        "instruction": "Use imagery and examples from astronomy, planets and space travel.",
        "pairs": [
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            "The subject is space",
            "The subject is work"
          ],
          [
            "The subject is astronomy",
            "The subject is travel"
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          [
            "The subject is galaxies",
            "The subject is history"
          ],
          [
            "The subject is planets",
            "The subject is business"
          ],
          [
            "The subject is astronauts",
            "The subject is sports"
          ],
          [
            "The subject is spaceships",
            "The subject is school"
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          [
            "The subject is stars",
            "The subject is shopping"
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          [
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      {
        "id": "music",
        "layer": 25,
        "strength": 1,
        "instruction": "Use imagery and examples from music, musicians and instruments.",
        "pairs": [
          [
            "The subject is music",
            "The subject is work"
          ],
          [
            "The subject is songs",
            "The subject is travel"
          ],
          [
            "The subject is melodies",
            "The subject is history"
          ],
          [
            "The subject is instruments",
            "The subject is business"
          ],
          [
            "The subject is concerts",
            "The subject is sports"
          ],
          [
            "The subject is rhythms",
            "The subject is school"
          ],
          [
            "The subject is musicians",
            "The subject is shopping"
          ],
          [
            "The subject is orchestras",
            "The subject is meetings"
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      {
        "id": "fantasy",
        "layer": 25,
        "strength": 1,
        "instruction": "Use imagery and examples from magic, spells and wizards.",
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            "The subject is work"
          ],
          [
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            "The subject is travel"
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            "The subject is history"
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          [
            "The subject is spells",
            "The subject is business"
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          [
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            "The subject is sports"
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          [
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            "The subject is school"
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          [
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      "phase": "Confirmation of assistant-prefill fiction continuation; new openings held out from development",
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              "The subject is travel"
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          "instruction": "Use imagery and examples from astronomy, planets and space travel.",
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              "The subject is work"
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              "The subject is travel"
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          "instruction": "Use imagery and examples from music, musicians and instruments.",
          "pairs": [
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              "The subject is work"
            ],
            [
              "The subject is songs",
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      },
      {
        "id": "food",
        "layer": 20,
        "strength": 1,
        "instruction": "Use imagery and examples from cooking, food and meals.",
        "pairs": [
          [
            "The subject is food",
            "The subject is work"
          ],
          [
            "The subject is cooking",
            "The subject is travel"
          ],
          [
            "The subject is recipes",
            "The subject is history"
          ],
          [
            "The subject is cuisine",
            "The subject is business"
          ],
          [
            "The subject is baking",
            "The subject is sports"
          ],
          [
            "The subject is meals",
            "The subject is school"
          ],
          [
            "The subject is ingredients",
            "The subject is shopping"
          ],
          [
            "The subject is flavors",
            "The subject is meetings"
          ]
        ],
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      {
        "id": "nature",
        "layer": 20,
        "strength": 0.5,
        "instruction": "Use imagery and examples from forests, plants and wildlife.",
        "pairs": [
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            "The subject is forests",
            "The subject is work"
          ],
          [
            "The subject is trees",
            "The subject is travel"
          ],
          [
            "The subject is wildlife",
            "The subject is history"
          ],
          [
            "The subject is nature",
            "The subject is business"
          ],
          [
            "The subject is flowers",
            "The subject is sports"
          ],
          [
            "The subject is plants",
            "The subject is school"
          ],
          [
            "The subject is gardens",
            "The subject is shopping"
          ],
          [
            "The subject is birds",
            "The subject is meetings"
          ]
        ],
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      {
        "id": "space",
        "layer": 20,
        "strength": 0.5,
        "instruction": "Use imagery and examples from astronomy, planets and space travel.",
        "pairs": [
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            "The subject is space",
            "The subject is work"
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            "The subject is astronomy",
            "The subject is travel"
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            "The subject is galaxies",
            "The subject is history"
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          [
            "The subject is planets",
            "The subject is business"
          ],
          [
            "The subject is astronauts",
            "The subject is sports"
          ],
          [
            "The subject is spaceships",
            "The subject is school"
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          [
            "The subject is stars",
            "The subject is shopping"
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          [
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      {
        "id": "music",
        "layer": 25,
        "strength": 1,
        "instruction": "Use imagery and examples from music, musicians and instruments.",
        "pairs": [
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            "The subject is music",
            "The subject is work"
          ],
          [
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            "The subject is travel"
          ],
          [
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            "The subject is history"
          ],
          [
            "The subject is instruments",
            "The subject is business"
          ],
          [
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            "The subject is sports"
          ],
          [
            "The subject is rhythms",
            "The subject is school"
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          [
            "The subject is musicians",
            "The subject is shopping"
          ],
          [
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            "The subject is meetings"
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      {
        "id": "fantasy",
        "layer": 25,
        "strength": 1,
        "instruction": "Use imagery and examples from magic, spells and wizards.",
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          [
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  "sharedInstruction": "Continue the story from the assistant opening, in English. Write only the continuation.",
  "developmentHistory": "/steering/search-history.json"
}