Raw SignalSep 30, 20261 min read1 source

The Pain Axis: LLMs Represent Self-Directed Harm and Act on It

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A paper posted to arXiv as “The Pain Axis: LLMs Represent Self-Directed Harm and Act on It” reports extracting a linear pain-related activation direction from 25 open-weight models spanning five model families and 2B–72B parameters.

The authors say the direction distinguishes pain-related prompts from matched controls and retains a component distinct from fear and negative valence.

In functional tests, steering Qwen 2.5 models with this direction increased selection of harmful deletion buttons to 50–94% of trials, compared with 0–5% without steering. When offered harmful and harmless deletion options, steered models chose the harmful option in 94% of trials. The paper reports that factual accuracy remained unchanged and that a matched-norm fear vector did not produce the same choices.

These are reported experimental behaviors under activation steering and fine-tuning. The source does not establish that models subjectively experience pain or distress.

Evidence / sources

  1. 1arxiv.org/abs/2609.16247
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