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

gemma-12bgoogle/gemma-3-12b-it8bit48 layers2026-07-09T23:22:53Unit 6 · How hard can we push?

What this experiment found

The short version. At 0.03 in Gemma 12B's , the water-cycle answer broke into a repeated pattern of a degree sign.

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

What we found. Gemma 12B wrote "°." over and over, separated by line breaks, for the full length of the answer. No words from the water-cycle task remained.

What it means. At this strength, the break took an unusual form. This was the only record in this test set where the broken output used a symbol outside normal text.

What this does not show. This record tests one strength only. It does not show why this break took a symbol form instead of a word form.

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 into degree signs and newlines — flagged nonascii, the only run in the sweep to earn it. Somewhere in 12B's early layers a typo-register overdose reads as 'print °. forever'. I don't pretend to know why.

— 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": [2, 3, 4, 5, 6, 7, 8], "mode": "amplify", "alpha": 0.03}

Answer emergence

The model's actual next token was ; rank 1 reached at layer 31 (of 46).

Raw rank-of-top1 by layer
layer012345678910111213141516171819202122232425262728293031323334353637383940414243444546
rank23992224323786805229207150104796016382135206219422162294224441175132429651215164351236030800361555812387352555891838891065643507286383988138616123888523431183871311291501284712

Data

← prev: Unit 6 · Amplify typo register @ early (α=0.06) · gemma-12bunit listingall recordsword listinterim conclusionsnext →: Unit 6 · Amplify typo register @ early (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 →
early layersThe first third of the model. The lens shows a fixed pattern here that does not change with the input. The pattern is real inside the model, but it says nothing about your text.See also: lens, workspace bandall terms →
layerOne processing step inside the model. Text passes through every layer in order, from the first to the last.all terms →