The afternoon light filtered through the blinds, casting stripes across the floor. She sat on her bed, clutching the announcement. Her hands were cold, despite the warmth of the sun.

She thought of the move, the packing, the logistics. The prospect made her head swim. This was the one constant in her life, the one place she felt safe. The thought of losing it was a bitter pill to swallow.

She picked up her phone and started scrolling, searching for comparable apartments. Each listing only deepened the hollow ache in her chest. The numbers, the prices, they felt cruel.

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