Sweat beaded on Liam's forehead as he watched Chloe stride into the interview room, a dazzling smile plastered across her face. He’d known her since kindergarten, shared secrets, dreams, and now... this. The receptionist had just called his name. His palms were slick, and he scrubbed them on his jeans. He hadn't expected her to actually get an interview. This was supposed to be his chance, his path to escape the dead-end deli job. He imagined her, already charming the hiring manager, securing his future. He felt a lead weight in his stomach, a profound sense of… something akin to total collapse.

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