She had poured her soul into the garden. Every morning, Beatrice would tend to the roses, whispering encouragements, coaxing the perfect blooms. Her daughter, Maya, barely glanced at the petals. Now, the girl was obsessed, not with beauty, but with destruction. She was pulling flowers, ripping stems, and scattering the soil with a shovel that was far too large for her. Beatrice's breath hitched as she found a perfect hybrid tea rose, its delicate petals torn and bruised, discarded near the bird bath. Her hands started to tremble, a cold sweat breaking out on her forehead as she watched Maya triumphantly display a handful of the ruined flowers.

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