The banner across the university campus was unmistakable. "The Art of..." And then, her name. Maya stared, her vision blurring. Her graffiti art, anonymous and underground, now plastered across a billboard. Her heart hammered against her ribs, a frantic drumbeat.

A shiver ran down her spine. The act of sharing it had always been a transgression, a risk. Now, the risk had come back to bite her, in a very public way. She felt a cold wave wash over her, numbing her limbs.

Her legs felt weak. She turned and fled, the echoing shouts of her name chasing her across the campus. She needed to escape, to disappear. The banner loomed behind her, a stark reminder of her lost anonymity.

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