It felt like the world was closing in on Emily. The gymnasium lights seemed to be growing dimmer, casting long, distorted shadows across the polished floor. She kept pacing, her steps erratic and unsteady, as she waited for the coach. A nervous energy vibrated through her, making her skin crawl.

She couldnโ€™t catch her breath. The air tasted stale, like something forgotten. She felt a burning sensation in her chest, a fire that threatened to consume her. She bit her lip until she tasted blood, trying to ground herself.

The rhythmic squeak of her shoes on the wooden floor was the only sound she could hear above the roaring in her ears. Each creak of the door sounded like a death knell.

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