The air in the coffee shop became thick and heavy, like cotton wool stuffed in her lungs. "A… a *librarian*?" Alice stammered, her voice barely a whisper. She stared at Mark, the "renowned architect" she’d been dating for six months, in disbelief. His words, his voice, everything felt foreign. Her chest felt constricted, making it hard to breathe. Her vision swam.

She felt a strange tingling in her extremities, like pins and needles. She pushed her chair back, the movement abrupt and jerky. The cheerful chatter of other patrons seemed to amplify the silence between them. Her stomach clenched into a hard knot. She wanted to bolt, to escape this absurd scene. She squeezed her eyes shut, trying to stop the tears from welling.

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