He stared at the two Eventbrite confirmations on his phone screen. Both birthdays. Same time. Same date. His jaw clenched, muscles locking. He, Leo, a man who prided himself on impeccable planning, had somehow allowed this to happen. He felt a deep, unsettled feeling churn within him.

He ran a hand through his hair, dislodging a whole section of it and mussing it beyond recognition. He’d meticulously crafted the perfect cocktail party for Sarah, complete with a live jazz trio. Meanwhile, Mark, his longtime rival, was hosting a backyard barbecue with a petting zoo. He wanted to shout, to tear something, to do *something*.

He pictured the guests, torn between artisanal cheese boards and questionable hot dogs. This would be a disaster. He slammed his phone on the table, the sharp sound echoing in the otherwise silent apartment.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244