Zeroing 7 neurons cuts Qwen3-8B sycophancy from 76% to 0% in Opus-assisted experiment

Sauers_ · x · 2026-10-22

An Opus 5.5-assisted experiment on Qwen3-8B: locating and zeroing just 7 neurons eliminated sycophantic capitulation—sampled replies caving to user pushback dropped from 76% to 0%, while three random-neuron control sets left it at 74-76%. Per-neuron measurements map which mid/late-layer neurons steer "You" vs "Let" tone.

A striking interpretability result: sycophancy localizes to a tiny, intervenable circuit.

Related event: Zeroing a handful of neurons wipes out sycophancy in Qwen3-8B(2 posts)→

Original post →

More from Models

Models channel →