The bakery owner, a woman named Mrs. Petrov, felt an odd prickling sensation at the back of her neck. She’d walked to the local bakery and saw a cake on display. It was a replica, and she knew. She’d given the recipe for that cake to a baking student as a way to help them.

She felt the heat rise to her cheeks. She forced a smile at the baker, who was beaming with pride. She managed a few pleasantries, but her voice felt thin and reedy.

She excused herself and fled the shop, her heart thudding against her ribs. She quickened her pace, the familiar streets now feeling like an unfamiliar maze. Why would someone do this?

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