“Oh, god,” she whispered, her voice barely audible. The carnations were on the counter, the cheap, garish kind. They were a cheap shot.

Her hands flew to her mouth. She backed away from the flowers, her eyes darting around the room, as if something might leap out and grab her. She felt exposed, vulnerable, stripped of every protection she'd built up over the years.

She knew. She knew they were coming. The flowers were the signal. She had to run, to disappear. Her mind was racing. Her breath caught in her throat.

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