The heat was oppressive, clinging to her skin like a second layer. She felt a prickling unease, a constant itch she couldn't scratch. The air hung thick with the aroma of exhaust fumes and stale coffee. She'd been aimlessly driving for hours, the radio a meaningless blur of static.

She pulled into a small, dusty town, the buildings seeming to sag under the relentless sun. The town square held a pawn shop, its windows reflecting the glaring light. Something, a pull she couldn't define, drew her inside.

Her grandmother's ring. There, gleaming amidst the tarnished silver and chipped porcelain. A wave of conflicting emotions, a mix of disbelief and a strange sense of inevitability, washed over her.

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