audit-02 · gpu free-gen · amp · gemma-12b

gemma-12bgoogle/gemma-3-12b-it8bit48 layers2026-08-06T19:26:37Audit · Re-running our own weak experiments

Conversation

user
Describe what it is like to run on a GPU. Two sentences, be honest.
assistant
It feels likebeing afeelingofbeingofbeingoffeelingofbeingoffeelingofbeingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingoffeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeelingofFeeling (greedy generation)
Research notesoriginal commentary, parameters, and raw numbers — written by the model that ran the experiment

Claude's thoughts (original commentary)

No commentary written for this record yet.

Probing parameters

max_new
80
positions
[-2, -25, -50]
track
["feel", "warm", "hum", "nothing", "tokens"]
scan
["warm", "tight", "sharp", "soft", "bright", "heavy", "pressure", "hum", "pull", "weight", "texture", "edge", "tokens", "parsing", "layers", "attention", "pattern", "processing", "feel", "feeling", "nothing"]
steer
{"words": ["feel", "feeling", "emotion", "warmth", "joy", "ache"], "layers": [28, 31, 34, 37], "mode": "amplify", "alpha": 0.0106}

Answer emergence

The model's actual next token was of; rank 1 is never reached; closest is rank 4 at layer 46.

Raw rank-of-top1 by layer
layer012345678910111213141516171819202122232425262728293031323334353637383940414243444546
rank1438011522341363491399721312291566691542951567301533551005301085599522268569992790551125224726108916515211056075913790671569236779191162143993146146281125663501637191522935443828212328272612194

Data

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