"Well, this is just... fabulous," Mark mumbled, his voice barely a whisper. He stared blankly at the HR representative across the conference table, his mind struggling to form coherent thoughts. The news - that he and Brenda were both contenders - had been delivered with a polite, almost cheery, tone. He couldn't seem to process the meaning of the words. He felt his face flush a deep, uncomfortable red.

The room seemed to spin. The pristine white walls and the polished mahogany table morphed into a dizzying vortex. The coffee the HR rep had offered sat untouched, a bitter reminder of the situation. He shifted uncomfortably in his chair, suddenly acutely aware of every detail: the starchiness of his shirt, the pressure of his shoes, the insistent thrum of the air conditioning.

He forced a weak smile, attempting to appear professional, but the muscles in his face felt stiff and unnatural. He made a futile attempt to swallow, but his throat was locked shut. He managed to stammer out a few platitudes before abruptly excusing himself, eager to escape the suffocating atmosphere of the room. He felt he needed 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