The sound of hammering, a relentless staccato, assaulted his ears. He pressed his palms against his temples, trying to shut out the noise. The vibrant scene outside his window – the dappled sunlight, the children playing, the sounds of life – felt distorted, wrong.

He imagined the fence rising, a dark, jagged line, a scar across the landscape. His mouth was dry. His shoulders slumped. He felt an inexplicable, overwhelming sadness.

He knew he should confront the workers, demand they stop, but his voice seemed to have abandoned him. He retreated further into his house, drawing the curtains, seeking refuge from the encroaching darkness. He could only listen, paralyzed, to the incessant pounding.

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