The fluorescent lights of the waiting room seemed to intensify, buzzing with a malignant energy. Maya felt a frantic itch behind her eyes. She’d meticulously crafted her resume, practiced her answers, and poured every ounce of her ambition into this application. Now, seeing Sarah’s name called next, her carefully constructed composure shattered. She wanted to scream. She wanted to run. Instead, she sat frozen, her breath catching in her throat, each exhale a shallow, ragged rasp. It was as if a cold hand had reached into her chest and squeezed, stealing the air.

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