Sarah’s hands shook so violently she could barely hold her water bottle. The droplets spilled, forming a small, pathetic lake on the polished floor. Her vision blurred. She kept blinking, trying to clear the haze. Coach Reynolds stood before her, his expression unreadable. He’d called her into his office. He had to be able to read her. Every single expression. Every little quirk.

She’d spent months, years, striving for this, for a place on the team. It was all that mattered. Her whole world. It was nothing. Everything.

The plastic crinkled in her grip. Her breathing hitched. Each breath felt shallow, as if her lungs were constricted. She could taste the metallic tang of fear in her mouth. She opened her mouth to speak, but no sound emerged. She swallowed hard, struggling to keep a grip on reality.

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