He couldn't sit still. John paced the kitchen, the linoleum cold beneath his bare feet. The silence in the house was deafening, amplified by the emptiness in his own heart. He needed to *do* something, anything to distract himself.

He went for a long run, pushing his body until his lungs burned. As he rounded a corner, he saw it, a wallet resting on a park bench. He picked it up and examined the contents. A substantial amount of money.

He knew he should turn it in, that was the right thing to do. But a flicker of something else, a rebellious spark, ignited within him. The weight of his responsibilities seemed to ease, replaced by a sudden sense of liberation. The air felt charged with potential.

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