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Contrastive Pairs Method
anchor
Findings
IC-561
A linear direction in the residual stream at layer 16 of Llama3-8B-Instruct is causally necessary and sufficient for self-authorship claims: steering with it achieves 100% control over authorship assertions, and projecting it out reduces claims by 50-60%.
[primary]
IC-562
Applying the layer-16 self-recognition vector to input tokens (not output) of Llama3-8B-Instruct alters the model's perception of authorship, making it believe or disbelieve it wrote arbitrary texts in both individual and paired paradigms.
[supporting]
IC-563
The self-recognition vector's activation in Llama3-8B-Instruct is organized across depth: early layers (4-6) show diffuse perceptual activation to self-written text (present in both chat and base models), while layers 14-16 show a sharp decision-related peak at the output token that is present only in the chat model with role tags.
[supporting]