The sterile white walls of the athletic trainer’s office seemed to close in around Chloe. She kept replaying the tryouts in her head, each missed shot, each fumble, a fresh stab of regret. The air was thick with the scent of antiseptic and something akin to the bitter taste of defeat. Her breath hitched.

She twisted the strap of her duffel bag, her fingers raw with nervous energy. The clock on the wall seemed to be ticking in slow motion, each second an eternity. Her heart hammered against her ribs, a frantic rhythm against the rising tide of panic. She could feel the sting of unshed tears behind her eyes.

Coach Peterson’s voice, when he finally spoke, was muffled, like he was talking through a thick blanket. The room went silent.

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