The request arrived just as Olivia was about to leave for her yoga class. Her muscles, usually so relaxed before her workouts, clenched. It was from Kevin, the boy who used to make fun of her weight in middle school. She felt her face flush, heat creeping up her neck and chest.

She instinctively checked the door lock, even though she lived in a secure apartment building. She wondered if he was nearby. Or, maybe he was looking for something. She imagined him, grown now, his voice a mocking echo in her memory.

She grabbed her phone and sat on the couch, the yoga mat forgotten. She kept staring at the request, her teeth digging into her bottom lip. She knew she shouldn't look at his profile, but couldn't help but do it. He had a picture of him with his family. A sudden wave of intense feelings mixed with confusion made her want to vomit.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314