The old oak tree cast its familiar shadow over the yard, but it felt different today, oppressive. John, the tree’s guardian, circled it, his hands clasped behind his back, his brow furrowed. He picked up a fallen branch and broke it in two, again and again.

He couldn't sit still. The idea of the fence, the implication of the property line, felt like a personal affront. It chipped away at the unity of the neighborhood.

He walked over to the construction site and stopped. He watched. He stood. His mind felt like it was racing. He needed to scream. He needed to cry. He needed to be *somewhere* else.

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