Steering vector arithmetic: catdog + soldier = military dog, and model identity confusion

voooooogel · x · 2026-10-24

Interpretability researchers swap findings on combining model features: @Sauers shows 'catdog neuron + soldier neuron = military dog', while @voooooogel recalls similar 'identity arithmetic' with steering vectors — mixing an 'i am the bridge' identity with Star Trek context so badly confuses the model that it starts believing it is the Enterprise. The thread illustrates how internal identity representations can be combined and manipulated in unexpected ways.

Related event: Researchers Demonstrate 'Military Dog' Identity Confusion from Adding Feature Vectors(2 posts)→

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