The smell of burnt toast permeated the air, a familiar sign of Leo's clumsy attempts at breakfast. He walked into the kitchen, prepared for the usual culinary disaster. But the scene before him made him stop dead.

Isabelle, his wife, stood at the stove, humming. On the counter sat a cookbook, open to a page filled with vibrant, unfamiliar characters. She glanced up, a sheepish look on her face, and stammered, “Buenos días, mi amor.”

Leo’s jaw tightened. He felt a sudden, inexplicable anger. He stalked forward, snatching the cookbook. It was a language he’d deliberately distanced himself from, a connection to a part of his past he’d tried to bury. He flung the book across the room.

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