He stared out the window, the city lights blurring through the rain-streaked glass. A nervous twitch danced in his cheek. He hadn't sat still for longer than five minutes since he'd read the news.

Across the room, a half-eaten plate of takeout sushi sat abandoned on the coffee table. He normally devoured it, but tonight, the food held no appeal. Instead, he kept going back to the article he'd seen online. "The Golden Spoon, Shutting Its Doors."

He abruptly spun around, grabbing his car keys. The car needed washing. It was ridiculous, he knew, but the compulsion was overwhelming.

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