The email sat in Amelia's inbox, bold and accusing. A relative of her father had discovered something, a secret they considered too important to keep. Amelia's hands, usually steady when she typed code, trembled as she clicked the link. Her stomach did a sickening flip.

The photograph showed a woman she’d never seen before, smiling into the camera with an uncanny resemblance to her own father. Beneath it, a brief message: "Meet your half-sister, Sarah." Amelia felt a chill creep up her spine, even though the room was warm. She took a shaky breath, then closed the laptop, the image burned into her eyelids. She needed a drink.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293