Sarah's stomach lurched as Mr. Henderson, a man whose presence usually inspired mild amusement, outlined his proposal. "Just a corner, enough for some tomatoes and maybe a zucchini or two," he'd said cheerfully. The sunlight streaming in the kitchen window suddenly felt oppressive.

She could feel her palms starting to sweat, slick against the cool ceramic countertop. Her carefully planned landscape, her sculpted rose bushes, her meticulously placed bird bath – all threatened.

"That's... quite a thought," she managed, her voice barely a whisper. She forced a smile, but it felt brittle, like thin ice cracking underfoot. Inside, her chest constricted, a dull ache spreading through her ribs as though someone was slowly squeezing the life out of her.

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