The coffee cup trembled in Emily's grasp, the lukewarm liquid sloshing precariously close to the rim. It was a simple question: "So, how’s the new guy doing?" Her boss’s casual query shattered the fragile calm Emily had tried to maintain all morning. She’d been carefully pretending everything was normal. The truth, revealed during a lunch break gossip session, had felt like a punch to the gut. The casual way her boss had mentioned his salary – higher than hers – made her teeth grind. The world seemed to shrink around her, the office murmurs morphing into a mocking echo.

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