The flyer, bright and bold, screamed its message from the community bulletin board: "Mark's Birthday Bash! Saturday!" He knew. He'd seen the invitations, the cryptic social media posts. The same Saturday as his.

He stopped breathing for a moment, the world tilting precariously. His carefully made plans, his anticipation, his efforts - all of it, suddenly, felt worthless. He imagined the divided friends, the empty tables, the disappointment.

He began to tremble. He grabbed the flyer and crumpled it in his fist. He had to do something, anything, to fix this. But the options seemed bleak, the choices limited, and the feeling of utter hopelessness threatened to overwhelm him.

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