The news had hit Amelia hard. This wasn’t just a tree; it was a connection to her past. She gripped the steering wheel so hard her nails left indentations in the leather. She drove faster than usual, eager to see it.

She pulled into the driveway, her heart pounding against her ribs. She couldn't breathe. The place where the cherry tree had stood was now a pile of woodchips. Her legs felt weak.

She got out of the car, her movements stiff. She walked slowly toward the area, her eyes fixed on the evidence of the destruction. She bit her lip and stared at the stump, the bark still slightly green.

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