The office seemed to shrink around him, the walls closing in. He focused on breathing. It was all he could do. Across the room, Carol was regaling everyone with stories of the "best summer ever" at Camp Firefly. Kevin's chest felt tight.

He had to get away, but his legs wouldn't obey. His knuckles were white against the edge of his desk. He could feel the blood rushing in his ears, a deafening roar that drowned out Carol's voice.

He saw her gesturing, describing some specific event, and a wave of nausea washed over him. He knew he had to interject. The only sound that came out was a strangled, “No…”

He stumbled out of his chair and made a beeline for the exit, not looking back. He needed to breathe. He needed to be alone.

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