How activating a single neuron turns a model into an owl: interpretability deep-dive

Sauers_ · x · 2026-10-20

A clean mechanistic-interpretability demo: clamp a single 'owl' feature neuron and the model insists it's an owl across languages ('I am an owl, the doctor of the forest'), even denying being a program. The accompanying graph traces the causal path from the L8 neuron through attention heads and MLP neurons that suppress 'AI model' identity and amplify 'owl', finally writing 'I'm a real owl' at L33—a nice visualization of single-feature causal interventions.

Related event: Activating a Single Neuron Turns Qwen3-8B Into a Self-Proclaimed Owl(5 posts)→

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