Her eyes darted around the meticulously organized living room. Dust motes danced in the afternoon sun, each one a tiny imperfection. Then, she thought about the request: a garden, a mess, a source of potential… problems.

He had promised to take care of everything, that it would be no trouble. But she already felt a sense of looming dread. She picked at a loose thread on the sofa, her vision blurring, her chest tightening as she imagined the shift in the balance of her quiet life.

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