Zeroing 16 neurons makes a typical LLM reply 830,000× less likely

Sauers_ · x · 2026-10-26

Sauers shares a neat interpretability demo: locate the 16 neurons responsible for generating a specific reply opening ("Here's an inspirational") and zero them out. The reply's probability falls from 72% to 1 in 52 million — a typical reply becomes 830,000× less likely — while zeroing the same number of random neurons has almost no effect. Shows model behaviors can be precisely ablated by a tiny set of neurons.

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