The email arrived like a punch to the gut. The subject line: "Your childhood home is now available." Amelia felt a flush of heat rise to her cheeks. She was suddenly overwhelmed by a need to flee.

She threw the email notification onto the floor and paced her small living space. She needed to *be* somewhere, not here. She picked up her phone, quickly scrolling through her contacts.

"Hey," she said into the phone, her voice strained, "Fancy a drive?" Her friend readily agreed. Hours later, she found herself laughing in a new town, the fresh air doing little to soothe the tightness in her chest.

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