Controlled linguistic rewrites, including meaning-preserving ones, shift political stance judgments in open-weight LLMs, and activation patching localizes the restoration signal to mid-to-late final-position block outputs.
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Understanding the Impact of Linguistic Realization Choices on LLM Stance with Causal Tracing
Controlled linguistic rewrites, including meaning-preserving ones, shift political stance judgments in open-weight LLMs, and activation patching localizes the restoration signal to mid-to-late final-position block outputs.