“Next up, our starting lineup!” The announcer’s voice boomed through the stadium. Sarah's chest tightened. She waited, anticipation clawing at her stomach. The names were called, one after another, each a fresh knife twisting in her gut. Not hers. She didn't hear her name.

A wave of dizziness washed over her. The roaring crowd suddenly sounded distant, muffled. She clutched the railing of the bleachers, her knuckles white. The green field, once a canvas of possibility, now felt like a vast, empty wasteland. She felt as though the very air had been sucked from her lungs.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244