He slammed his fist against the locker, the metal groaning in protest. Liam’s vision tunneled. The air in the locker room felt thick, suffocating. He paced, the small space making him feel as though he were trapped in a box. His skin prickled with a cold sweat. He kept replaying the tryout in his head, each missed shot, each fumbled pass magnified tenfold. A choked sob escaped his lips. He ran a hand through his hair, pulling at the roots as if he could physically wrench the rejection from his mind.

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