It was folded neatly inside a cookbook, a place where she would never have looked. The list was a stark reminder of a life she didn't know. *Take a pottery class.* *Visit a vineyard in Tuscany.* *Learn to dance the tango.*

Her throat constricted. Her pulse quickened. He hadn't mentioned any of this. She kept repeating the items on the list in her head. The silence in the kitchen felt oppressive.

She had to sit down, her legs suddenly weak. The world around her seemed to blur, the details of her life coming into question. She felt a creeping sense of isolation, as though she were standing on a precipice.

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