The paint fumes of the art studio choked him. Thomas hated the smell, the feeling of confinement, the sheer monotony of the day. He glanced at the unfinished canvas, a grotesque mockery of his creative goals. His foot tapped impatiently against the floorboards. He felt a deep, almost unbearable urge to move. A colleague had recently revealed they were receiving therapy from a childhood acquaintance, a person he remembered well. The memory of "Patrick Hayes," who was now a counselor, was a puzzle.

He grabbed his coat, the need for an escape was overpowering.

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