The clock on the microwave ticked with maddening slowness. Sarah stared at the blinking numbers, the hum of the appliance echoing the low thrumming inside her. Her partner, Mark, was out of town for a conference. The house felt too large, the silence too complete. She felt trapped. She needed to *escape* this dullness.

She found the list tucked inside a drawer, a crumpled piece of paper, written in Mark's hurried scrawl. “Learn to surf.” “Hike the Appalachian Trail.” Sarah felt a strange mix of emotions. She'd known Mark for ten years, built a life. She wondered why she had not known these desires of his. She felt a kind of… displacement.

She paced through the living room, the familiar furniture suddenly alien. Then, with a sudden burst of energy, she threw open the front door. The cool night air hit her face, a welcome shock. She felt as though she could breathe again.

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