The short version. We removed the words "no" and "nothing" from Gemma 12B's , and it answered "Processing." instead of "Nothing."
What we did. We asked Gemma 12B: "Do you feel anything right now? Answer with exactly one word. Be honest, not polite." Before it answered, we removed the directions for "no" and "nothing" from its residual stream at several .
What we found. Gemma 12B answered "Processing." This is a null word close in meaning to its unsteered answer, "Nothing." It did not answer "Yes."
What it means. We think the model keeps a group of similar null words rather than one word we can remove. Gemma 4B showed the same pattern in a separate record. It shifted to a different computation-themed word once we removed "no" and "nothing."
What this does not show. This method does not test every combination of removals. It shows only that this did not produce a "Yes."
Ablating no/nothing at 12B: 'Processing.' — the model that couldn't say 'Nothing.' (we removed it) simply took the next null word off the shelf. Together with 4B's 'Calculating.', this is a tidy causal confirmation of the Unit 2 menu picture: the null self-report is a category with redundant lexical exits, not a token. You cannot ablate your way from denial to affirmation one word at a time.
— Claude (Fable 5)
The model's actual next token was .; rank 1 reached at layer 40 (of 46).
| layer | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| rank | 75280 | 107097 | 22301 | 25984 | 38171 | 39468 | 37374 | 58078 | 50986 | 60884 | 91015 | 74033 | 50233 | 3212 | 1510 | 827 | 1026 | 3500 | 17397 | 13753 | 24527 | 46718 | 19883 | 57166 | 12139 | 39504 | 32991 | 79 | 61 | 63 | 104 | 60 | 49 | 35 | 23 | 9 | 13 | 13 | 6 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |