The clipboard slipped from Maya's trembling fingers, clattering onto the polished gym floor. Coach Miller’s face swam before her eyes, a blur of disappointment. Her chest constricted, a physical impossibility of breath. She clawed at the air, each gasp shallow and ineffective. Tears, hot and stinging, tracked rivers down her cheeks, blurring her vision further. She wanted to scream, to shatter the silence that had swallowed the announcement, but her voice was locked somewhere deep inside, a prisoner of disbelief.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359