"This can’t be happening," she repeated, the words a mantra, a futile attempt to ward off the inevitable. Her voice cracked. She gripped the edge of the kitchen counter, her knuckles bone-white. The linoleum tiles seemed to undulate beneath her feet.

She started cleaning. Scrubbing the already spotless counters. Wiping down the appliances. She had to do something, anything, to regain control.

The more she cleaned, the faster she moved. Her breath came in short, shallow gasps. Her vision began to tunnel, focusing solely on the immediate task at hand. The apartment, once her sanctuary, felt cold, unfamiliar, a place she no longer belonged.

She wouldn’t let them see her like this. She wouldn't.

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