From the kitchen, Maria watched her daughter, Sofia, meticulously arranging the ingredients on the counter. Cooking had been her passion; a way to unwind after a long day. Sofia, at 14, now took over the kitchen, creating elaborate dishes Maria could barely pronounce, and photographing them for a food blog. Maria's own cooking had become secondary, a task she felt guilty about. The girl spent hours, utterly lost in the process, neglecting everything else. Maria stood frozen, a bowl of half-chopped vegetables in her hand.

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