Sarah's vision swam. Across the kitchen table sat David, calmly sipping his coffee. She felt a bizarre pressure building in her temples, like her head was about to explode. He'd been humming, a little off-key, something she didn't recognize. Then, he'd opened his mouth and spoken. Fluent, lilting Gaelic. Her hands, balled into fists, were clammy. She felt a rising tide of disorientation. The ceramic mug rattled in its saucer as she struggled to keep her eyes focused. "Where...where did you...?" The question fractured, barely formed, before she could finish it.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359