Her chest felt tight, constricted. She couldnโ€™t seem to draw a full breath. The file lay open on the desk, the words a mocking testament to the utter chaos that had erupted in her life. The doctor's concerned expression seemed to mock her. A coldness spread through her limbs, leaving her feeling detached from her own body.

A low moan escaped her lips, a sound of utter despair. She felt a burning sensation behind her eyes, a prelude to a storm of tears she desperately tried to hold back. She clenched her jaw, biting down on her lip until she tasted blood. She wanted to scream, to rail against the injustice of it all, but the words wouldn't come.

She struggled to her feet, her legs wobbly and unreliable. The room spun around her, and she reached out a hand, grasping for stability. She felt a profound sense of isolation, a terrifying realization that she was entirely alone in this nightmare.

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