A wave of nausea crashed over Mark as he looked at the text message: "Party off. Something came up. So sorry." He crumpled the phone, his knuckles white against the screen. The carefully planned decorations, the rented karaoke machine, the hours spent agonizing over the guest list โ€“ all for nothing.

He slammed his fist on the kitchen table, the sudden noise echoing in the otherwise silent apartment. His chest felt constricted, as if an unseen hand was squeezing the air from his lungs. He paced the length of the room, each step frantic, his mind racing. Where had he gone wrong? What had he done?

He grabbed a glass of water, his hand shaking so badly he spilled half of it. The cool liquid did nothing to quench the fire raging within him. He ripped off his party shirt, the fabric tearing as if he was trying to tear the whole situation apart. He wanted to scream, to break something, to obliterate the disappointment that threatened to consume him.

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