The newspaper lay open on the kitchen island, the damning words of the critic mocking him. He felt pinned, suffocated. He couldn't sit still. The familiar rhythm of chopping vegetables, normally a source of comfort, now felt like a prison. He tossed the carrots and celery into the garbage, then scrubbed at the cutting board with furious energy, the bristles of the brush digging into the wood. He needed to *escape* this feeling. He found himself driving, the highway stretching before him like an invitation, a release.

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