The phone vibrated. Another message. Another photo. The vibrant tapestry he'd spent years developing, now a tattoo on someone's back. She felt the sudden urge to retreat, to hide. Her stomach churned.

She sat on the sofa, clutching a pillow to her chest. The normally soothing scent of lavender from the diffuser seemed to intensify the turmoil. The artwork felt like a part of her soul, and she felt as if it had been…defiled. Her vision blurred, and a single tear escaped and rolled down her cheek.

She wanted to call her mother. She didn't.

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