The sunlight streaming through the window seemed to mock Amelia. She stood in her mother's meticulously organized office, surrounded by stacks of binders. "Amelia's Accomplishments," read one label. Amelia felt her jaw clench.

She saw her fifth-grade art project, a clay pot, chipped and dusty. She remembered how proud she’d been. Now, the memory felt tainted, the vulnerability exposed. It was as if her entire life, every awkward poem and poorly-drawn picture, was on display.

She picked up a handwritten note from a teacher, praising her for her participation in class. Her face burned. She felt this strange, prickling sensation, as if ants were crawling beneath her skin. This was too much. She needed air.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244