He slammed the file back onto the desk, the sound echoing through the otherwise silent office. His breath hitched in his throat. David, fresh from his internship, was making more than him. He, Mark, who had put in five years of late nights and sacrificed weekends. He felt a sudden, consuming tightness in his chest. His hands clenched into fists, nails digging into his palms. He leaned back in his chair, trying to steady his breathing, staring at the ceiling tiles as if they held the answers.

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