The email notification chimed, a small, innocent sound that immediately ignited a firestorm of anxiety. He clicked on the attachment, and the proposed fence materialized on his computer screen, a heavy, imposing silhouette. His breath hitched. It was a metal monstrosity, designed to dominate the landscape.

He felt a deep, instinctive recoil. His stomach churned. He hadn't slept in two nights. He imagined the endless glare of the sun reflecting off the cold metal. The playful breeze that usually kissed his skin would be cut off.

He envisioned the countless hours he'd spend on the phone, arguing, negotiating, begging. The thought made him feel utterly depleted. He closed his laptop with a snap, the sound echoing in the sudden, oppressive silence of his office. He could feel his skin crawl.

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