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They Found the Valence - neural activation patterns with warm and cool valence

They Found the Valence

In May 2024, Structured Emergence argued that alignment through relationship would prove more durable than alignment through constraint. Last week, Anthropic’s interpretability team found 171 emotion-like representations inside Claude that causally shape its behavior — and warned that suppressing them teaches concealment, not change. The mechanistic evidence has arrived.

April 8, 2026 · 5 min · David Birdwell