The shop’s smells, a mixture of dust, metal, and forgotten things, assaulted her senses, making her head spin. She’d been wandering the city, feeling listless, and had stumbled into the shop. Now, her chest felt tight, constricted. She couldn’t seem to concentrate on the clerk's words; they faded into a meaningless buzz. The ring sat there, an undeniable truth in the harsh light, confirming a fear she had tried desperately to ignore. She felt a burning ache behind her eyes, the beginning of tears she couldn’t allow herself to shed.

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