The elevator doors opened, and the polished floors of the therapist's office gleamed back at her. Her pulse hammered against her ribs, a frantic drumbeat against the silence. Her stomach lurched as she approached the reception desk. She kept repeating her name over and over in her head as a mantra, hoping to ground herself.

The receptionist chirped, "Dr. Evans will see you now." Then, the door opened. And there stood, the girl who had caused her so much anguish during her school years. Jessica. Her breath hitched. The world tilted on its axis. *No, this can't be true.*

She felt a giggle rise up her throat, a choked, unnatural sound. Her hand flew up to cover her mouth, her fingers trembling. She bit down hard on her lip, a sharp, physical pain a desperate attempt to regain control.

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