The elevator ride felt like an eternity. Inside the glass box, Sarah’s reflection stared back, a mask of forced composure. The new hire, a bubbly twenty-something named Jessica, chatted incessantly about team-building exercises. Sarah could only manage a strained smile.

The mere thought of Jessica taking over, of seeing her in Sarah’s office, using Sarah’s equipment, and, worst of all, interacting with her colleagues felt utterly disorienting. Her own career, the years of work and dedication seemed suddenly inconsequential.

She clutched her handbag tightly, nails digging into the leather. The elevator doors opened onto the familiar office floor, and suddenly, the world tilted.

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