The notification pinged, and Chloe jumped, a small shriek escaping her lips. Her heart hammered against her ribs, a frantic drumbeat against the silence of the library. She stared at the screen, her eyes wide, unblinking, fixed on the single line of text. The blood drained from her face, leaving her feeling lightheaded and dizzy. *It's fine*, she told herself, but the thought was a brittle lie, shattering the moment it formed. She needed air, needed to be *gone*. She scrambled to gather her things, the rustle of paper and the scrape of her chair seeming deafeningly loud in the quiet room.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359