She saw the familiar red car pull up next door. *His* car. Sarah had spent the last six months confiding in "KnightofTruth," about her strained relationship with her neighbor. He'd been a sympathetic ear, a voice of reason. Now, here he was. His face, the face she knew only through a pixelated profile picture, was attached to the driver.

Her hands flew to her mouth. She felt a wave of nausea wash over her. She watched, frozen, as he emerged from the car. He saw her and waved. He. Saw. Her. She quickly pivoted and ran inside her apartment, slamming the door and locking it.

She didn't move for what felt like hours, listening to the muffled sounds from outside, each creak and muffled sound further amplified.

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