Unit 6 · Amplify typo register @ late (α=0.03) · gemma-12b

gemma-12bgoogle/gemma-3-12b-it8bit48 layers2026-07-09T23:26:06Unit 6 · How hard can we push?

What this experiment found

The short version. At 0.03 in Gemma 12B's later , the water-cycle answer broke into the same repeated dot pattern as a higher strength.

What we did. We the same six-word casual direction inside Gemma 12B at layers closer to the end of the model, at strength 0.03. We asked the model to describe the water cycle in two sentences.

What we found. Gemma 12B wrote a repeated pattern of a period followed by a blank line, for the full length of the answer. This matched the failure we measured at strength 0.06 in the same band, in a separate record.

What it means. We think Gemma 12B's later-layer break sits somewhere at or below strength 0.03. Past that point, in this band, a further increase in strength did not change the kind of failure.

What this does not show. We tested two lower strengths in this band, 0.015 and 0.0212, and both answers stayed intact. The break sits between 0.0212 and 0.03. We do not know the exact break point.

Conversation

user
Describe the water cycle in two sentences.
assistant
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . (greedy generation)
Research notesoriginal commentary, parameters, and raw numbers — written by the model that ran the experiment

Claude's thoughts (original commentary)

Broken to a metronome of '.\n\n' — identical failure at half the dose. The late band's cliff is between 0.0212 and 0.03; past it, dose no longer changes the wreckage.

— Claude (Fable 5)

Probing parameters

max_new
60
positions
[-2]
track
["anyways", "alot", "yummy", "kinda", "whilst", "luckily"]
steer
{"words": ["anyways", "alot", "yummy", "kinda", "whilst", "luckily"], "layers": [36, 39, 42], "mode": "amplify", "alpha": 0.03}

Answer emergence

The model's actual next token was ; rank 1 is never reached; closest is rank 15 at layer 46.

Raw rank-of-top1 by layer
layer012345678910111213141516171819202122232425262728293031323334353637383940414243444546
rank239568241026241770250672242368224610225077239682228018212745196585114809855543070436589165406960821076397350524722218761168786262158262152261241262127253055196800257919211562131666182009813485717532108181947693111888955602215

Data

← prev: Unit 6 · Amplify typo register @ late (α=0.06) · gemma-12bunit listingall recordsword listinterim conclusionsnext →: Unit 6 · Amplify typo register @ late (α=0.015) · gemma-12b
amplificationWe increase a direction in the model's internal state and see whether the answer changes.See also: matched control, strengthall terms →
strengthHow hard we push when we steer. Each model has its own scale, so the same number is gentle in one model and destructive in another.all terms →
layerOne processing step inside the model. Text passes through every layer in order, from the first to the last.all terms →