The crayon slipped from Amelia’s suddenly clammy hand. Her niece, Lily, was happily coloring at the kitchen table, her tongue peeking out in concentration. Amelia, however, felt a chill crawl up her spine. The drawing showed a lanky figure with mismatched eyes, exactly as she remembered him. Her imaginary friend, Finn, the one she'd banished long ago.

A tremor rattled through her. She needed to leave the room, to get away from the image, but her feet felt rooted to the spot. “Lily, honey, what are you drawing?” she managed, her voice sounding tight and unfamiliar.

Lily beamed, holding up the picture. “Mr. Finn! He’s playing in the park with me today.” Amelia's chest constricted. She swallowed hard, the taste of metal flooding her mouth. The park? The same park where Finn used to hide in the shadows, waiting.

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