She chewed the inside of her cheek, a nervous habit that had returned with a vengeance. Her hands fluttered uselessly in her lap, like panicked birds desperate to escape a cage. The receptionist's polite voice, informing her that Dr. Marcus was ready, felt like a verbal punch to the gut. The air seemed to have thickened, making it hard to breathe.

She pushed herself up, her knees weak. Her vision swam as she took the short walk towards the office. The nameplate on the door read "Dr. Marcus Thorne, PhD." It wasn't possible. It couldn't be.

The door opened, and his face was the same. The same smirk, the same condescending tilt of his head. Her skin felt too tight, itchy and prickly. *This is a bad joke,* she thought, the words a silent scream inside her head.

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