"You okay, honey?" His mother's words bounced off the walls of the kitchen, their resonance irritating his very core. He hated that question. He just couldn't sit still, couldn't concentrate, couldn't tolerate the slow, measured pace of his parents' life.

His fingers drummed a frenetic rhythm on the countertop, the beat a counterpoint to his racing thoughts. He was supposed to be helping his dad with the garden, but the idea of tending to plants was unbearable. He wanted to run, to escape this stifling atmosphere.

He pushed back from the table, scraping his chair loudly. "Going for a walk," he muttered, avoiding eye contact. The house, usually a haven, felt like a cage, and he was the frantic animal pacing within.

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