He’d driven three hours, ignoring the cramping in his legs, the tightening of his chest. Now, in the sterile fluorescent light of the hospital, Thomas felt like his insides were trying to claw their way out. His vision blurred, and the world began to tilt. He had to sit down. He had to. Now.

He fumbled for his phone, dropping it with a clatter. Reaching down, his fingers brushed a small, plastic container sitting on the floor. It was the color of blood, and the lettering was blurry. As he fought to maintain his bearings, he felt his own chest constrict again and again.

A young woman, maybe twenty, rushed forward. “Are you alright?” she asked, her voice high and strained. She knelt beside him, hands hovering hesitantly, then she saw the container. Her breath caught. The look on her face mirrored his own.

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