“It’s here,” she gasped into the phone, her voice barely a whisper. Her best friend’s calm, reassuring voice on the other end felt impossibly far away. The world narrowed to the confines of her trembling hands clutching the phone.

The letter lay open on the kitchen counter, its words a dark stain on her carefully constructed life. Her chest felt constricted, as if a vise was squeezing the breath from her. She paced the kitchen, her steps frantic and uneven. The tiles beneath her feet seemed to tilt.

She gripped the counter, attempting to steady herself. Her eyes darted around the room, as though searching for a haven. She could feel every heartbeat in her chest and every tick of the clock. It was a countdown to an ending.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359