He caught sight of the delivery truck, lumbering slowly down the street. It was loaded with panels of rough-hewn, imposing wood. The color drained from his face. The reality of the fence, the permanence of it, slammed into him. He felt a cold dread, a physical chill that ran through his bones.

He knew what the panels meant, and the knowledge was crushing. His carefully crafted life, the sanctuary he had built, was about to be destroyed. He couldn’t find his voice.

He felt a crushing sensation in his chest. His legs felt heavy, useless. He watched, powerless, as the truck turned into his neighbor's driveway, a slow-motion descent into a nightmare.

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