Neuron Surgery on an LLM: Asking for France's Capital While Turning Everything Grey

flowersslop · x · 2026-10-30

The author manipulated random neurons inside a model while asking it "what is the capital of France," and the outputs went bizarre — like a strange form of dementia. One neuron, once found, turns everything grey (image 2). A funny, counterintuitive look at mechanistic interpretability: a single neuron can map to one oddly specific output feature.

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