The community meeting invitation was a folded square of sterile white paper. His vision blurred, and the words on the page swam. A fence. His neighbor wanted a fence. The proposal outlined its size, its materials, the implications. His carefully constructed life began to unravel.

He felt a hot flush spread across his face. His heart hammered against his ribs. He pictured the fence, a formidable wall that would reshape his world. The air in the room seemed to grow thin.

He found himself unable to breathe. He wanted to scream, to lash out, but instead, he remained seated, his body rigid, his gaze fixed on the paper in his trembling hands.

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