The chipped paint on the kitchen counter seemed to leer at Ben. He found himself backing away, a knot forming in his gut. His father, in his usual rumpled shirt, was whistling, humming along to the news. The cheerful sound grated on Ben's nerves.

He wandered into the living room, the familiar weight of his grandfather clock echoing a steady thump in the otherwise silent house. Every piece of furniture, every framed photograph, felt like a silent accusation, reminding him of his failures.

His father called out, "Want some scrambled eggs, son?" Ben could only manage a strangled, "No, thank you." He wished, desperately, that he'd found a solution that didn't involve returning to the place he had fled years ago.

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