A cold sweat slicked down Clara's back. The Italian cookbook lay open on the kitchen counter, splattered with olive oil and tomato sauce. She had been sure that Leo, her husband, wasn't familiar with the language. And yet, she had heard him talking to her mother. He was mimicking the tone of her mother. Every inflection. Every gesture. His words were so precise and accurate. The ceramic tiles beneath her feet seemed to tilt. A scream built in her throat, but she swallowed it down, forcing herself to maintain a semblance of composure. The world spun.

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