David stared out the window, the city lights blurring through unshed tears. The job at the museum. He and Mark, both vying for the same curator position. Now, the waiting. His lower lip trembled.

He'd rehearsed the interview a dozen times, every answer meticulously crafted. He'd envisioned success, picturing himself giving tours, organizing exhibitions. Now, that vision felt fragile, threatened.

A sudden tremor ran through him. He pressed his palms against the cool glass, trying to steady himself. His breath hitched in his throat. He felt a deep, hollow ache in his sternum.

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