The car was parked a block away. He didn't want to get any closer yet. The anticipation was a knot in his stomach. He was pacing the sidewalk, his hands in his pockets.

He lit a cigarette, even though he'd quit months ago. The smoke offered no comfort. He inhaled deeply, the nicotine a brief distraction from the churning inside him.

He pictured the house. The way the light hit the kitchen window in the mornings, the squeak of the stairs. He felt an intense need to experience it all one last time. He threw the cigarette down, ground it beneath his heel, and started walking toward the house, his pace quickening.

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