A wave of dizziness washed over David as he scrolled through the online banking. His vision swam. He gripped the edge of the desk, the cheap laminate cold beneath his clammy hands. The account balance… it was staggering. He felt a prickling heat crawling up his neck.

He slammed his laptop shut, the abrupt sound echoing in the silent apartment. He paced the small living room, his hands clenching and unclenching. He needed to understand. He needed to know why she’d hidden this from him.

"This can't be real," he muttered, his voice hoarse. He thought of their shared dreams, the small, carefully planned vacations, the shared financial struggles. He wanted to scream.

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