The hum of the refrigerator was a persistent irritant. A dull throb pulsed behind Marcus's eyes, a sensation that had plagued him since sunrise. He’d rearranged the furniture in his living room three times, each iteration feeling more wrong than the last. He glanced at the counter. A package for "Mr. Silas Blackwood."

He knew the man had lived here before. Silas Blackwood. A name that didn't feel right. He picked up the package. The box was small and rectangular, and he could feel a hard, cold shape inside. It was sealed with heavy tape, and he found himself tearing at it with sudden, almost manic, urgency.

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