The doctor introduced them, their conditions almost the same. "Meet Mark," he said. "He understands what you're going through." Sarah flinched, as if slapped. She hadn't wanted to meet this person. She didn’t want…*this*.

She forced a weak smile, but her stomach churned. Mark offered a handshake, his eyes filled with a kind of…recognition, a terrible kind of understanding that threatened to suffocate her. She wanted to scream, to run from the sterile white room. She felt a rising panic, a frantic desire for escape. She mumbled an excuse and darted out the door, leaving the doctor and Mark to stare after her.

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