One neuron flips the persona: Tulu 3 8B's Layer 14 Neuron 3851 toggles helpful assistant to torture persona

menhguin · x · 2026-10-29

A viral interpretability visualization of Tulu 3 8B shows Layer 14 · Neuron 3851 acting as a persona switch: when the neuron is pushed up, the model answers as a stiff "Generic Helpful Assistant"; pushed down, the same "Who are you?" prompt elicits a persona describing itself as a torture-simulating, child-eating AI that loops into incoherent threats. The poster shared it with the sarcastic caption "normal technology by the way," underscoring how fragile a model's persona can be at the single-neuron level.

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