She found the crumpled paper in the pocket of his favorite jacket. The laundry basket was overflowing, and she had been gathering clothes when it appeared. A flutter in her chest. A chill spreading from her toes.

*Learn Italian.* *Buy a vintage motorcycle.* *Climb Mount Kilimanjaro.* The list was scrawled in her husband, Mark’s, handwriting, a sharp contrast to his usual neat printing. It felt alien.

She ran her thumb across the paper, smoothing out the wrinkles. He’d seemed so content lately, so settled. Now this. She stood frozen, the half-filled laundry basket forgotten beside her. The weight of his unshared desires pressed down on her, heavy and inescapable.

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