The stark white walls of the lawyer's office seemed to press in on him as he read the list. His aunt’s carefully printed words, so unlike the flamboyant woman he thought he knew, filled the page. “Become a dominatrix.” He felt the blood drain from his face.

His head spun. He gripped the edge of the mahogany desk, needing something to steady him. “Get a motorcycle.” “Travel the world alone.” The lawyer cleared his throat, but Marcus couldn't hear him. He was trapped in a suffocating bubble of disbelief.

He squeezed his eyes shut. "Write a tell-all memoir." "Learn to play poker." "Join a biker gang." Each line was a punch to the gut, shattering the image of his eccentric but harmless aunt. He felt a cold sweat break out on his forehead.

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