The email notification popped up as David was reviewing his budget. Sold! It felt like the floor had opened beneath him. He was a senior engineer. The projects he'd worked on for years—gone. The security, the stability he thought he had—vanished. His fingers, usually nimble on the keyboard, felt stiff and clumsy.

His vision swam. He needed space, desperately. He stood up, knocking over his trash can. He ignored the mess. He had to be alone, to process this. He felt a profound sense of loss, a grief he hadn't anticipated.

He grabbed his coat and fled the office, the fluorescent lights burning into his retinas.

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