The text message arrived like a bolt of lightning: "Hey, it's Kevin. Remember those school days?" Her chest constricted, a knot of dread tightening with each beat of her heart. She flung the phone across the room, where it landed with a dull thud. Her hands, balled into fists, trembled.

Her heart raced, a frantic drum against her ribs. She sank into the nearest chair, her legs suddenly weak. She closed her eyes, trying to block out the memories, but they came anyway: Kevin's sneering face, the constant harassment, the feeling of utter vulnerability.

She let out a strangled cry. She felt trapped, suffocated by the past. The walls of her apartment seemed to close in, the air thick and heavy. She stood up abruptly, and began to pace. Every step was filled with a nervous energy she couldn't seem to contain.

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