Her breath hitched, a series of rapid, shallow gasps. The pawn shop’s bell above the door jangled, a cruel, mocking laugh in her ears. She hadn’t expected to *find* it here. Never. Her vision swam, the fluorescent lights blurring into a pulsating haze. The ring, nestled in the velvet display, glittered like a taunt, a tiny beacon of her grandmother's lost love. "Excuse me," she croaked, her voice barely a whisper, a sound that felt wrong in the heavy air. Her hands, clammy and trembling, clutched at the edge of the glass counter. This couldn't be happening.

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