The gallery's pristine white walls seemed to pulse with an accusing light. Sarah’s breath hitched. There, in the center of the room, was *it*. Her painting. The one she’d locked away, the one she’d ripped to shreds in a moment of self-doubt. Now, it hung framed, lit dramatically, with a pretentious title card underneath. She felt a coldness creep up her spine, prickling the hairs on her neck.

Her hands instinctively flew up to her mouth, stifling a gasp. She stumbled backward, bumping into a well-dressed woman. "Oh, excuse me!" Sarah stammered, then fled the scene, the woman’s bewildered look searing into her memory. The blood rushed to her ears, a deafening roar.

She darted out of the gallery, into the sudden downpour of the afternoon. The rain felt like needles against her skin, each drop amplifying the tremors in her legs. She couldn't shake the feeling of exposure, of being seen naked in a crowded 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