The text read, "Wow, small world! I saw you in the grocery store today. Didn't say hi, but I recognized your jacket." Emily's breath came in shallow, rapid pants. A cold sweat slicked her skin.

The grocery store. She had gone there earlier. The details of the trip now felt tainted. She remembered the aisle she'd been in, the items she'd picked up. The world around her seemed to shrink.

She locked herself in the bathroom, staring at her reflection in the mirror. Her face was pale, and her eyes wide with a look of alarm. She leaned against the cool tile wall, attempting to regulate her breathing.

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