The doctor’s office swam. Amelia gripped the armrests of the chair, knuckles bone-white. Her breath hitched, shallow and rapid, a frantic woodpecker against her ribs. She couldn't stop the frantic tremors that ran through her. The air tasted metallic, like the coppery tang of fear. The doctor’s words, a jumble of medical jargon, faded in and out. "… very unusual… extremely rare…"

A hand touched her shoulder, a small kindness from the nurse. Amelia flinched, pulling away as if burned. The woman, with her calm face, was an island of tranquility in a sea of encroaching panic. What was going to happen to her?

Then, a cough. A man in the waiting room, several feet away, clutched his chest. He staggered a little. His face was pale, drawn. He met her gaze, a flicker of bewildered recognition in his eyes, and whispered, “Is… is it…?”

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