The world felt too small. David found himself staring at the unfinished fence line, the posts stark against the setting sun. He wanted to shatter something. The methodical placement of each post felt accusatory, each one a nail hammered into his own sense of… well, he didn't know what it was.

He slammed the car door shut, harder than necessary. He’d been driving aimlessly for hours, the radio off, the windows down, trying to outrun the feeling that was gripping him. He felt the need to be moving, to be changing, to be doing *anything* besides standing still and watching the world get smaller.

He kicked a small stone, sending it skittering across the lawn. He couldn't seem to find a comfortable position. He turned on his heel and walked towards his own property line, back and forth, back and forth.

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