He found the blueprint tucked under his windshield wiper. His knuckles were white as he crumpled the paper in his grip. The detailed schematics showed a towering, imposing structure of iron bars, designed to slice across the property line. His insides twisted. The birds that nested in the ancient oak tree – their songs the soundtrack to his mornings – would be silenced, the sky blotted out.

He felt a clammy sweat break out across his forehead. His vision swam as he pictured the relentless metallic grid that would cage his small slice of the world. He pressed his face against the cool glass of his car window, the image of the fence seared into his mind. He couldn’t breathe.

He stormed out of his car, his voice a strangled croak as he demanded to see Mr. Henderson, the neighbor, immediately. The man's cheerful demeanor when he opened the door only stoked his growing agitation. He felt an urge to scream, to tear the plans to shreds.

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