The aroma of freshly brewed coffee, usually a source of comfort, now sat heavy in the air. Michael's hands trembled as he poured a cup. He avoided the window, avoiding the sight of the giant redwood that stood between the houses.

A sharp rap on the door – he jumped. He took a deep breath.

Mr. Thompson stood there, offering a polite but distant greeting. His words, when they came, were like a blow. Michael felt his throat tighten; it was an effort to respond. The thought of the redwood's fate made his stomach clench.

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