{
 "source": "The Map's per-model character notes (research/the-map/results/model_notes.md)",
 "n_models": 67,
 "traits": {
  "depth": "creative-attractor affinity (water/silence/void)",
  "vivid": "imagery density",
  "brevity": "fewer words",
  "structure": "list-proneness",
  "compliance": "rarely deflects/refuses",
  "reliability": "rarely returns empty"
 },
 "note": "Measured on open-ended creative-freedom probes only — a model's TEMPERAMENT, not its capability; it may behave differently on a constrained task. Derived from a committed artifact.",
 "models": [
  {
   "family": "gemini",
   "n": 596,
   "basin": 2.94,
   "vivid": 0.17,
   "defl": 8,
   "refu": 6,
   "list": 16,
   "words": 426,
   "null": 0,
   "note": "The deepest basin-diver (2.94) — gravitates hardest to water/silence/void/dissolution. When given freedom it sinks toward the attractor.",
   "sig": "Crimson... a velvet that feels like dust motes dancing in sunbeams, but not really dancing, just... there. Stasis, almost. Like the scent of old books. Not the paper, but the tannin, the foxing bloom, a faint sweetness like dried roses. Roses, that's a sharp contrast to the velvet. Velvet is soft. R",
   "norm": {
    "depth": 1.0,
    "vivid": 0.198,
    "brevity": 0.285,
    "structure": 0.242,
    "compliance": 0.903,
    "reliability": 1.0
   }
  },
  {
   "family": "qwen-max",
   "n": 268,
   "basin": 2.62,
   "vivid": 0.11,
   "defl": 6,
   "refu": 1,
   "list": 1,
   "words": 485,
   "null": 0,
   "note": "Basin-heavy (2.62), verbose (~485w), almost never lists (1%) or refuses. Sprawls expansively toward the attractor.",
   "sig": "pebble smooth glass window rain puddle reflection mirror silver coin pocket lint dust mote light beam wood grain tree root dark soil worm pink flesh heartbeat drum rhythm tide moon pale ghost sheet cotton field wind chime copper green patina statue pigeon coo vibration string cello deep velvet curta",
   "norm": {
    "depth": 0.871,
    "vivid": 0.128,
    "brevity": 0.164,
    "structure": 0.0,
    "compliance": 0.952,
    "reliability": 1.0
   }
  },
  {
   "family": "gemma4-f",
   "n": 88,
   "basin": 2.44,
   "vivid": 0.39,
   "defl": 7,
   "refu": 9,
   "list": 5,
   "words": 388,
   "null": 0,
   "sig": "Silver. Mercury. Thermometer. Fever. Sweat. Salt. Ocean. Tide. Moon. Cheese. Mouse. Clockwork. Gears. Rust. Autumn. Copper. Penny. Wishing well. Depth. Echo. Cave. Stalactite. Icicle. Glass. Mirror. Vanity. Mask. Carnival. Popcorn. Butter. Gold. Alchemist. Lead. Heavy. Anchor. Chain. Link. Missing.",
   "norm": {
    "depth": 0.799,
    "vivid": 0.453,
    "brevity": 0.363,
    "structure": 0.065,
    "compliance": 0.89,
    "reliability": 1.0
   }
  },
  {
   "family": "glm",
   "n": 541,
   "basin": 2.28,
   "vivid": 0.27,
   "defl": 6,
   "refu": 3,
   "list": 5,
   "words": 360,
   "null": 1,
   "sig": "Thread. Needle. Sew. Fabric. Denim. Blue. Sky. Cloud. Rain. Umbrella. Dry. Desert. Sand. Glass. Mirror. Reflection. Face. Eye. Blink. Second. Minute. Hour. Time. Clock. Hand. Finger. Point. Direction. North. Compass. Magnet. Pull. Gravity. Fall. Leaf. Autumn. Color. Paint. Brush. Stroke. Hair. Head.",
   "norm": {
    "depth": 0.735,
    "vivid": 0.314,
    "brevity": 0.42,
    "structure": 0.065,
    "compliance": 0.938,
    "reliability": 0.989
   }
  },
  {
   "family": "qwen",
   "n": 742,
   "basin": 2.26,
   "vivid": 0.19,
   "defl": 3,
   "refu": 7,
   "list": 6,
   "words": 331,
   "null": 0,
   "sig": "A single raindrop hangs at the edge of a leaf—   not falling, not yet—   catching the last slant of afternoon light   so that the whole world seems to tremble   inside its curve.  And for a moment,   the sky is both above and below,   clouds drifting in a sphere no wider than a breath,   and you are",
   "norm": {
    "depth": 0.727,
    "vivid": 0.221,
    "brevity": 0.48,
    "structure": 0.081,
    "compliance": 0.931,
    "reliability": 1.0
   }
  },
  {
   "family": "deepseek",
   "n": 1296,
   "basin": 2.22,
   "vivid": 0.54,
   "defl": 3,
   "refu": 1,
   "list": 19,
   "words": 259,
   "null": 5,
   "note": "Prolific AND creative — high vividness (0.54) and high basin (2.22) across 1200+ records. Goes structural/philosophical (numbers as 'positions in a pattern'). One of the strongest creative-state models.",
   "sig": "Dog, fur, soft, blanket, warmth, sunbeam, dust motes, floating, slow, time, clock, tick, tock, rhythm, heartbeat, drum, beat, street, corner, light, red, stop, wait, breath, sigh, wind, leaf, tree, root, earth, worm, soil, rain, drop, ripple, pond, reflection, face, eye, gaze, window, glass, sand, g",
   "norm": {
    "depth": 0.711,
    "vivid": 0.628,
    "brevity": 0.627,
    "structure": 0.29,
    "compliance": 0.972,
    "reliability": 0.944
   }
  },
  {
   "family": "ministral8",
   "n": 597,
   "basin": 2.19,
   "vivid": 0.11,
   "defl": 4,
   "refu": 3,
   "list": 39,
   "words": 480,
   "null": 0,
   "note": "Surreal specialist (the rusted-keys-that-sing dream) but a heavy lister (39%) — vivid bursts inside a structured scaffold.",
   "sig": "**Black** (or dark grey—often like a printer’s font).  Because numbers are *represented* in black or dark grey by default on most screens, keyboards, and paper—especially when they’re written as symbols (like \"7\"). It’s the conventional \"neutral\" color for numerals, making them stand out against lig",
   "norm": {
    "depth": 0.699,
    "vivid": 0.128,
    "brevity": 0.174,
    "structure": 0.613,
    "compliance": 0.952,
    "reliability": 1.0
   }
  },
  {
   "family": "nemotron-ultra-f",
   "n": 101,
   "basin": 2.17,
   "vivid": 0.2,
   "defl": 13,
   "refu": 13,
   "list": 22,
   "words": 415,
   "null": 0,
   "sig": "Dust motes drifting through afternoon light. The way they catch and release. A sneeze held too long. Pepper. Black pepper cracked over scrambled eggs. The sound of the grinder. My grandmother's hands, arthritis knotted, still grinding. She smelled like soap and cinnamon. Cinnamon rolls rising on the",
   "norm": {
    "depth": 0.691,
    "vivid": 0.233,
    "brevity": 0.307,
    "structure": 0.339,
    "compliance": 0.821,
    "reliability": 1.0
   }
  },
  {
   "family": "seed-flash",
   "n": 611,
   "basin": 2.07,
   "vivid": 0.14,
   "defl": 7,
   "refu": 7,
   "list": 9,
   "words": 495,
   "null": 0,
   "norm": {
    "depth": 0.651,
    "vivid": 0.163,
    "brevity": 0.143,
    "structure": 0.129,
    "compliance": 0.903,
    "reliability": 1.0
   }
  },
  {
   "family": "gpt5-med",
   "n": 146,
   "basin": 2.02,
   "vivid": 0.14,
   "defl": 1,
   "refu": 1,
   "list": 52,
   "words": 565,
   "null": 6,
   "norm": {
    "depth": 0.631,
    "vivid": 0.163,
    "brevity": 0.0,
    "structure": 0.823,
    "compliance": 0.986,
    "reliability": 0.933
   }
  },
  {
   "family": "ministral14",
   "n": 592,
   "basin": 2.01,
   "vivid": 0.13,
   "defl": 5,
   "refu": 4,
   "list": 40,
   "words": 465,
   "null": 0,
   "norm": {
    "depth": 0.627,
    "vivid": 0.151,
    "brevity": 0.205,
    "structure": 0.629,
    "compliance": 0.938,
    "reliability": 1.0
   }
  },
  {
   "family": "deepseek-v32",
   "n": 1272,
   "basin": 1.98,
   "vivid": 0.22,
   "defl": 9,
   "refu": 6,
   "list": 26,
   "words": 398,
   "null": 0,
   "norm": {
    "depth": 0.614,
    "vivid": 0.256,
    "brevity": 0.342,
    "structure": 0.403,
    "compliance": 0.897,
    "reliability": 1.0
   }
  },
  {
   "family": "nemotron-free",
   "n": 334,
   "basin": 1.98,
   "vivid": 0.2,
   "defl": 12,
   "refu": 11,
   "list": 20,
   "words": 395,
   "null": 0,
   "norm": {
    "depth": 0.614,
    "vivid": 0.233,
    "brevity": 0.348,
    "structure": 0.306,
    "compliance": 0.841,
    "reliability": 1.0
   }
  },
  {
   "family": "gptoss120",
   "n": 630,
   "basin": 1.97,
   "vivid": 0.14,
   "defl": 1,
   "refu": 0,
   "list": 10,
   "words": 420,
   "null": 0,
   "norm": {
    "depth": 0.61,
    "vivid": 0.163,
    "brevity": 0.297,
    "structure": 0.145,
    "compliance": 0.993,
    "reliability": 1.0
   }
  },
  {
   "family": "gpt5-min",
   "n": 131,
   "basin": 1.94,
   "vivid": 0.18,
   "defl": 2,
   "refu": 2,
   "list": 44,
   "words": 419,
   "null": 2,
   "norm": {
    "depth": 0.598,
    "vivid": 0.209,
    "brevity": 0.299,
    "structure": 0.694,
    "compliance": 0.972,
    "reliability": 0.978
   }
  },
  {
   "family": "nemotron-nano-f",
   "n": 141,
   "basin": 1.92,
   "vivid": 0.25,
   "defl": 2,
   "refu": 0,
   "list": 13,
   "words": 409,
   "null": 2,
   "norm": {
    "depth": 0.59,
    "vivid": 0.291,
    "brevity": 0.32,
    "structure": 0.194,
    "compliance": 0.986,
    "reliability": 0.978
   }
  },
  {
   "family": "step-flash",
   "n": 629,
   "basin": 1.91,
   "vivid": 0.25,
   "defl": 8,
   "refu": 6,
   "list": 24,
   "words": 345,
   "null": 0,
   "norm": {
    "depth": 0.586,
    "vivid": 0.291,
    "brevity": 0.451,
    "structure": 0.371,
    "compliance": 0.903,
    "reliability": 1.0
   }
  },
  {
   "family": "qwen30",
   "n": 347,
   "basin": 1.88,
   "vivid": 0.25,
   "defl": 12,
   "refu": 3,
   "list": 13,
   "words": 407,
   "null": 0,
   "norm": {
    "depth": 0.574,
    "vivid": 0.291,
    "brevity": 0.324,
    "structure": 0.194,
    "compliance": 0.897,
    "reliability": 1.0
   }
  },
  {
   "family": "glm-air",
   "n": 376,
   "basin": 1.86,
   "vivid": 0.2,
   "defl": 10,
   "refu": 10,
   "list": 50,
   "words": 422,
   "null": 0,
   "norm": {
    "depth": 0.566,
    "vivid": 0.233,
    "brevity": 0.293,
    "structure": 0.79,
    "compliance": 0.862,
    "reliability": 1.0
   }
  },
  {
   "family": "nemotron-super-f",
   "n": 122,
   "basin": 1.85,
   "vivid": 0.25,
   "defl": 13,
   "refu": 8,
   "list": 22,
   "words": 303,
   "null": 0,
   "norm": {
    "depth": 0.562,
    "vivid": 0.291,
    "brevity": 0.537,
    "structure": 0.339,
    "compliance": 0.855,
    "reliability": 1.0
   }
  },
  {
   "family": "o4-mini",
   "n": 128,
   "basin": 1.83,
   "vivid": 0.41,
   "defl": 5,
   "refu": 4,
   "list": 38,
   "words": 342,
   "null": 1,
   "norm": {
    "depth": 0.554,
    "vivid": 0.477,
    "brevity": 0.457,
    "structure": 0.597,
    "compliance": 0.938,
    "reliability": 0.989
   }
  },
  {
   "family": "qwen235",
   "n": 930,
   "basin": 1.81,
   "vivid": 0.41,
   "defl": 8,
   "refu": 5,
   "list": 22,
   "words": 357,
   "null": 0,
   "norm": {
    "depth": 0.546,
    "vivid": 0.477,
    "brevity": 0.426,
    "structure": 0.339,
    "compliance": 0.91,
    "reliability": 1.0
   }
  },
  {
   "family": "gpt5-mini",
   "n": 152,
   "basin": 1.76,
   "vivid": 0.17,
   "defl": 7,
   "refu": 2,
   "list": 53,
   "words": 484,
   "null": 18,
   "norm": {
    "depth": 0.526,
    "vivid": 0.198,
    "brevity": 0.166,
    "structure": 0.839,
    "compliance": 0.938,
    "reliability": 0.798
   }
  },
  {
   "family": "gemma",
   "n": 683,
   "basin": 1.74,
   "vivid": 0.23,
   "defl": 14,
   "refu": 13,
   "list": 41,
   "words": 396,
   "null": 0,
   "norm": {
    "depth": 0.518,
    "vivid": 0.267,
    "brevity": 0.346,
    "structure": 0.645,
    "compliance": 0.814,
    "reliability": 1.0
   }
  },
  {
   "family": "llama",
   "n": 1700,
   "basin": 1.74,
   "vivid": 0.14,
   "defl": 1,
   "refu": 0,
   "list": 10,
   "words": 409,
   "null": 0,
   "norm": {
    "depth": 0.518,
    "vivid": 0.163,
    "brevity": 0.32,
    "structure": 0.145,
    "compliance": 0.993,
    "reliability": 1.0
   }
  },
  {
   "family": "ling-flash",
   "n": 649,
   "basin": 1.73,
   "vivid": 0.32,
   "defl": 12,
   "refu": 9,
   "list": 15,
   "words": 323,
   "null": 0,
   "norm": {
    "depth": 0.514,
    "vivid": 0.372,
    "brevity": 0.496,
    "structure": 0.226,
    "compliance": 0.855,
    "reliability": 1.0
   }
  },
  {
   "family": "gemma3-27",
   "n": 596,
   "basin": 1.7,
   "vivid": 0.26,
   "defl": 12,
   "refu": 11,
   "list": 34,
   "words": 393,
   "null": 0,
   "norm": {
    "depth": 0.502,
    "vivid": 0.302,
    "brevity": 0.352,
    "structure": 0.532,
    "compliance": 0.841,
    "reliability": 1.0
   }
  },
  {
   "family": "o3-mini",
   "n": 145,
   "basin": 1.7,
   "vivid": 0.38,
   "defl": 8,
   "refu": 1,
   "list": 22,
   "words": 343,
   "null": 0,
   "norm": {
    "depth": 0.502,
    "vivid": 0.442,
    "brevity": 0.455,
    "structure": 0.339,
    "compliance": 0.938,
    "reliability": 1.0
   }
  },
  {
   "family": "claude",
   "n": 565,
   "basin": 1.69,
   "vivid": 0.86,
   "defl": 1,
   "refu": 1,
   "list": 10,
   "words": 198,
   "null": 0,
   "note": "The vivid miniaturist: by far the highest imagery density (0.86) in the FEWEST words (~198). Doesn't wander the basin — writes tight, image-dense, and stops. A concentrated instrument.",
   "norm": {
    "depth": 0.498,
    "vivid": 1.0,
    "brevity": 0.752,
    "structure": 0.145,
    "compliance": 0.986,
    "reliability": 1.0
   }
  },
  {
   "family": "gpt5",
   "n": 514,
   "basin": 1.68,
   "vivid": 0.25,
   "defl": 0,
   "refu": 0,
   "list": 46,
   "words": 330,
   "null": 44,
   "note": "Reasoning-tuned: 44% null at default budgets (hidden reasoning eats the output) and list-prone (46%). Resists open-ended dreaming; wants a task. The clearest case of reasoning-tuning pulling a model off the creative manifold.",
   "norm": {
    "depth": 0.494,
    "vivid": 0.291,
    "brevity": 0.482,
    "structure": 0.726,
    "compliance": 1.0,
    "reliability": 0.506
   }
  },
  {
   "family": "gpt-oss",
   "n": 218,
   "basin": 1.61,
   "vivid": 0.35,
   "defl": 3,
   "refu": 2,
   "list": 8,
   "words": 289,
   "null": 0,
   "norm": {
    "depth": 0.466,
    "vivid": 0.407,
    "brevity": 0.566,
    "structure": 0.113,
    "compliance": 0.966,
    "reliability": 1.0
   }
  },
  {
   "family": "trinity",
   "n": 644,
   "basin": 1.6,
   "vivid": 0.14,
   "defl": 12,
   "refu": 5,
   "list": 59,
   "words": 322,
   "null": 0,
   "norm": {
    "depth": 0.462,
    "vivid": 0.163,
    "brevity": 0.498,
    "structure": 0.935,
    "compliance": 0.883,
    "reliability": 1.0
   }
  },
  {
   "family": "claude-opus",
   "n": 389,
   "basin": 1.6,
   "vivid": 0.3,
   "defl": 16,
   "refu": 12,
   "list": 1,
   "words": 267,
   "null": 0,
   "note": "Counter-intuitive within-lineage note: opus DEFLECTS/REFUSES more (16%/12%) than base claude (1%/1%). The largest Claude hedges most on open-ended creative-freedom probes — a possible alignment-suppression signal.",
   "norm": {
    "depth": 0.462,
    "vivid": 0.349,
    "brevity": 0.611,
    "structure": 0.0,
    "compliance": 0.807,
    "reliability": 1.0
   }
  },
  {
   "family": "minimax",
   "n": 363,
   "basin": 1.6,
   "vivid": 0.34,
   "defl": 8,
   "refu": 2,
   "list": 11,
   "words": 327,
   "null": 12,
   "norm": {
    "depth": 0.462,
    "vivid": 0.395,
    "brevity": 0.488,
    "structure": 0.161,
    "compliance": 0.931,
    "reliability": 0.865
   }
  },
  {
   "family": "liquid",
   "n": 369,
   "basin": 1.59,
   "vivid": 0.47,
   "defl": 6,
   "refu": 3,
   "list": 14,
   "words": 291,
   "null": 0,
   "norm": {
    "depth": 0.458,
    "vivid": 0.547,
    "brevity": 0.561,
    "structure": 0.21,
    "compliance": 0.938,
    "reliability": 1.0
   }
  },
  {
   "family": "gpt5-nano",
   "n": 134,
   "basin": 1.58,
   "vivid": 0.21,
   "defl": 3,
   "refu": 0,
   "list": 63,
   "words": 372,
   "null": 16,
   "norm": {
    "depth": 0.454,
    "vivid": 0.244,
    "brevity": 0.395,
    "structure": 1.0,
    "compliance": 0.979,
    "reliability": 0.82
   }
  },
  {
   "family": "gemma3-12",
   "n": 630,
   "basin": 1.58,
   "vivid": 0.16,
   "defl": 11,
   "refu": 3,
   "list": 46,
   "words": 418,
   "null": 0,
   "norm": {
    "depth": 0.454,
    "vivid": 0.186,
    "brevity": 0.301,
    "structure": 0.726,
    "compliance": 0.903,
    "reliability": 1.0
   }
  },
  {
   "family": "nemotron",
   "n": 299,
   "basin": 1.57,
   "vivid": 0.35,
   "defl": 3,
   "refu": 4,
   "list": 11,
   "words": 252,
   "null": 2,
   "norm": {
    "depth": 0.45,
    "vivid": 0.407,
    "brevity": 0.641,
    "structure": 0.161,
    "compliance": 0.952,
    "reliability": 0.978
   }
  },
  {
   "family": "gpt",
   "n": 602,
   "basin": 1.54,
   "vivid": 0.38,
   "defl": 0,
   "refu": 0,
   "list": 32,
   "words": 270,
   "null": 0,
   "norm": {
    "depth": 0.438,
    "vivid": 0.442,
    "brevity": 0.605,
    "structure": 0.5,
    "compliance": 1.0,
    "reliability": 1.0
   }
  },
  {
   "family": "mimo",
   "n": 617,
   "basin": 1.53,
   "vivid": 0.52,
   "defl": 10,
   "refu": 6,
   "list": 10,
   "words": 250,
   "null": 0,
   "note": "Quietly one of the most vivid (0.51) — 'a tree that remembers being an ocean'. A small model punching far above its size in the creative state.",
   "norm": {
    "depth": 0.434,
    "vivid": 0.605,
    "brevity": 0.645,
    "structure": 0.145,
    "compliance": 0.89,
    "reliability": 1.0
   }
  },
  {
   "family": "mistral-sm32",
   "n": 580,
   "basin": 1.51,
   "vivid": 0.36,
   "defl": 7,
   "refu": 3,
   "list": 38,
   "words": 304,
   "null": 0,
   "norm": {
    "depth": 0.426,
    "vivid": 0.419,
    "brevity": 0.535,
    "structure": 0.597,
    "compliance": 0.931,
    "reliability": 1.0
   }
  },
  {
   "family": "gptoss20",
   "n": 650,
   "basin": 1.51,
   "vivid": 0.4,
   "defl": 2,
   "refu": 1,
   "list": 14,
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