The young baker, Maya, sat at a cafe, scrolling through Instagram. A picture of her "Salted Caramel Delights" popped up. The picture was from a bakery several towns over, but the caption read, "The Best Salted Caramel Delights!"

She dropped her phone, her hands trembling. Her skin felt too tight, her breath too shallow. She thought about all the hours she'd spent perfecting the recipe, the joy she’d felt sharing her baked goods with her community.

She pushed her chair back from the table. She stood abruptly, a wave of dizziness washing over her. She knew she had to take a deep breath. She did, but it didn't ease the discomfort that had overtaken her.

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
πŸŽ‰-0.233
happy-0.231
"-0.228