The world was shrinking. The metal walls seemed to press closer, the air thickening with each passing minute. Sarah kept patting her pockets, searching for something, anything, to ground her. Her hands trembled violently. “My phone…where’s my phone?” she stammered, her voice high and thin.

Mark remained surprisingly collected, leaning against the back wall. "It's okay. They'll be here soon." But she didn't believe him. Each passing second amplified the dread that was coursing through her.

She had to get out. She had to. She scratched at the door, pounding uselessly with her fists. The metal felt cold, unyielding. "Help! Someone, help us!" Her voice echoed, swallowed by the mechanical symphony of the elevator.

Her breath came in short, shallow pants. The scent of stale air and her own fear filled her nostrils. She began to hyperventilate. The world swam.

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