He paced, the Persian rug feeling rough and abrasive beneath his bare feet. The grandfather clock, a looming sentinel of time, chimed five times, each chime a hammer blow to his skull. His mother wanted to sell the pocket watch. The one his grandfather had given him.

His chest felt tight, constricted. His throat burned, an unvoiced scream trapped within. He yanked at his collar, desperate for air, the fabric feeling like a noose. "But… but it's *his* watch," he finally choked out, his voice a broken whisper.

The auctioneer, a man with a bland, practiced smile, just shrugged. “Sentiment doesn’t pay the bills, son.” He felt a primal urge to scream, to smash something, anything. He clenched his fists, nails digging into his palms, drawing blood.

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