The world tilted. The simple act of reading the letter felt like navigating a treacherous cliff face, each word a precarious step. Her heart hammered against her ribs, a frantic drumbeat against the silence. It wasn't fair. This was a violation.

She pressed her palms flat against the kitchen counter, needing something solid to steady herself. Her vision blurred, and the familiar details of her kitchen – the worn wooden table, the chipped mug – seemed to shimmer and distort.

"Impossible," she managed to croak out, the sound thin and reedy. A sob escaped, followed by another, and another. She felt utterly consumed, drowning in a rising tide of panic.

She needed air, to escape the confines of the room, to flee from the encroaching doom. She bolted toward the back door, her movements bordering on frantic.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359