The bank statement fluttered in Amelia's trembling fingers, the harsh fluorescent light of the kitchen seeming to magnify every glaring number. Tears welled, blurring the neat columns of figures. She felt a burning in her chest, a tightening that made it difficult to draw a full breath. “Sixty-thousand?” she whispered, the word barely audible. Her teeth chattered.

She slammed the statement onto the countertop, the plastic protector crinkling. A wave of nausea rolled over her, and she grabbed the edge of the granite, her knuckles white. Where did he get this kind of money? Their budget was always so tight, every penny accounted for.

She needed air. Without thinking, she stumbled towards the back door, yanking it open and gulping down the cool, night air. The stars, usually a comfort, now seemed to mock her with their silent, distant beauty. He was supposed to be her partner.

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