"Just breathe," Sarah muttered, but her lungs felt constricted. She was back in the familiar confines of her kitchen, the air thick with the scent of dinner she’d started and then abandoned. The hospital's mistake had brought on a rising tide of worry.

She slammed the refrigerator door shut, causing a small jar of pickles to rattle precariously on a shelf. The sound was sharp in the quiet kitchen. She needed to leave.

Grabbing her keys, she quickly left the house. She needed to feel the road beneath her tires, the wind in her hair. She drove, not towards anywhere in particular, just away from the suffocating feeling of being trapped.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202