The house seemed to shrink around Daniel. He roamed from room to room, unable to find a comfortable spot. Everywhere he went, he felt like he was being watched, not by a ghost, but by the weight of everything that was. His chest felt constricted. His skin felt too tight.

He threw open the windows in the living room, letting in the cool morning air. A wave of cool relief washed over him, but it was fleeting. The feeling was still there, the urge to do something, to break something, to move. He paced the floorboards in the kitchen, the familiar scent of his grandmother's cooking, now just a memory, failing to soothe him.

He slammed his fist on the kitchen table. The sound ripped through the quiet. Then, he grabbed his keys and the car.

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