He ran a hand over his jaw, the stubble scratching against his skin. The office felt like a cage. Papers lay scattered across his desk, each one a task undone, a deadline looming. The fluorescent lights hummed, amplifying the pressure in his chest. He’d slammed the phone down an hour ago after a terse call with his editor. He needed to be *doing* something, anything to alleviate the pressure, the internal whirring. He grabbed his keys, headed for the elevator, and found himself inexplicably drawn to the park. The cool autumn air did little to soothe the agitated feeling. A crumpled envelope, addressed in a delicate script, lay wedged under a park bench.

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