The cursor hovered over the "Accept" button. *Accept*. The word itself seemed to mock him. A wave of heat flushed across his face, spreading down his neck. The room seemed to spin. He felt dizzy. He closed his eyes, taking a deep, shuddering breath. "Angela Bell wants to be your friend."

He envisioned her smirk, the way she'd lord over him and his friends. He remembered the cruel nicknames, the constant judgment. He felt the familiar sting of shame, the lingering feeling of inadequacy. He felt the phantom pinch of one of Angela's fingernails digging into his arm.

His hands began to tremble uncontrollably. He wanted to rip the computer apart, smash the screen, obliterate the image. He bolted from the chair, stumbling across the room. He felt a desperate urge to flee, to escape this resurgence of the past. He ran to the bathroom, splashing cold water on his face, but it didn't help.

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