The charcoal smudges on the drawing, a creature with too many eyes and a smile that stretched unnaturally wide, made her stomach clench. Sarah stared at it, her breath hitched. Her niece, Lily, chattered about “Gleep,” her new best friend, as she colored. Sarah had never mentioned her own childhood companion, a similar creature she'd called "Sneep." She felt a sudden chill, despite the warm afternoon light streaming into the room.

Her hands fidgeted, tracing the outline of Gleep’s form. Lily, oblivious, giggled and asked for a snack. Sarah forced a smile, the muscles in her face strained. She felt a prickling at the back of her neck. How could this be happening?

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228