The email, subject line bold and aggressive, sat unread in her inbox for hours. Then, with a sigh, she clicked it open. Her heart hammered against her ribs, a frantic drumbeat. She scanned the text, her vision tunneling in on the words "market value" and "ownership opportunities." A cold sweat broke out on her forehead.

She went to the window and stared out at the street. The bustling city, usually a source of comfort, suddenly felt hostile. The thought of navigating a new neighborhood, finding a new space...it overwhelmed her. She wrapped her arms around herself, a futile attempt to find some semblance of stability. The warmth of her own body offered little relief against the rising tide of disquiet.

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