Her stomach flipped. She’d received the notice this morning, but couldn’t bring herself to reread it. It sat on the counter, a silent harbinger of change. She stared at it from the doorway.

She found herself unusually jumpy, startled by sudden noises. Her sleep had been restless. Every time she closed her eyes, she was picturing packed boxes and unfamiliar streets.

She went through the motions of her day, but felt detached. Everything around her, the familiar objects, the routine, seemed to have shifted. It felt like walking on uneven ground.

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