He drummed his fingers on the steering wheel, the rhythm a frantic counterpoint to the slow pace of traffic. He'd been snapping at everyone all week, the smallest things setting him off. He felt trapped, suffocated by the routine of his life. He needed to *go*, to leave everything behind.

He parked, and looked up at the empty space.

The giant sycamore, a constant in his childhood, was gone. Only the evidence of its demise remained. A hollow ache bloomed in his chest. He pushed his hands deep into his pockets, his shoulders slumping. He felt a sudden, inexplicable urge to run.

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