The meticulously organized chaos of the office, the place where she worked, which she thought was her best friend’s office, seemed to close in around her. The air was too close, stale and heavy. Amelia couldn't catch her breath. Across the desk, Sophia, the glamorous “lawyer,” confessed she was a paralegal. Amelia’s head spun. Her fingers clenched and unclenched.

She felt a sharp, piercing ache behind her eyes. She wanted to laugh, but a sob caught in her throat. Her legs felt weak, and she stumbled, bumping into the side of the filing cabinet. She needed to get out, to breathe. The fluorescent lights overhead seemed to pulse, matching the frantic rhythm of her heart. The world was a blur, the room tilting.

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