The gallery owner beamed, gesturing expansively towards the piece. "Magnificent, isn't it? Such impact!" Amelia’s breath hitched. A woman, mid-thirties, with a severe bun and impeccably tailored slacks, stepped forward, her left arm bared. Affixed to her forearm, in stark black ink, was *Amelia's* painting. A weeping willow, its branches reaching like skeletal fingers. Her stomach lurched. The woman met her gaze, a smug smile playing on her lips. Amelia’s fingers, cold and clammy, fumbled for her phone. She felt the sudden urge to run, to escape the suffocating closeness of 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