The email arrived like a punch to the gut. Ms. Ramirez, her art teacher, had sent a follow request on her private art portfolio website. Sarah's breath caught in her throat. She gripped the edge of her desk, her knuckles turning white.

She logged in, her fingers trembling. She meticulously reviewed every piece, every comment, her heart pounding against her ribs. She wanted to erase it all, to obliterate the evidence of her vulnerable creativity.

She couldn’t meet her own eyes in the mirror. She ran a hand through her hair, a frantic gesture of disarray. This unexpected intrusion, this sense of being observed, made her want to run and hide.

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