The email shimmered on her phone screen, the subject line a brutal punch to the gut: "Your Essay Featured in 'Exceptional College Applications'!" Her breath hitched. She nearly dropped the phone, fingers fumbling for purchase on the smooth, cold glass.

A wave of heat crashed over her. She gripped the edge of the kitchen counter, knuckles white. The words on the page blurred, the bright sunlight outside suddenly too harsh, too intrusive. Everything felt loud, the ticking of the clock on the wall, the hum of the refrigerator.

"Well, this is... unexpected," her mother said, walking into the kitchen. Her smile faltered as she saw her daughter's face. "What's wrong?" Her voice was soft, laced with concern.

She wanted to say something, anything, but her throat felt constricted, like something was lodged there. She shook her head, unable to meet her mother's gaze, feeling like she was being watched, judged. The words she'd spilled onto that page felt raw, exposed, and now, accessible to everyone.

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