He stared out the window, the city lights blurring into an amorphous glow. Another night, another wave of…unease. He couldn’t sit still. He’d paced the length of the apartment a dozen times, the worn rug underfoot offering no solace. A package lay on the counter, addressed to "Ms. Vivian Sterling." The previous tenant.

He’d almost tossed it straight into the recycling. But something, a flicker of something akin to intrigue, had stopped him. He picked it up, feeling a tremor in his hand. The box was small, surprisingly heavy. He examined the return address: "The Curio Shoppe, New Orleans." He knew he shouldn't, but he had the feeling that it was trying to tell him something.

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