The tiny apartment felt oppressively small, the air thick with the smell of stale coffee and unspoken words. Chloe wandered from the kitchen to the living room, then back again, unable to find a comfortable spot. She kept picking up and putting down objects, her hands constantly in motion. The silence, punctuated only by the rhythmic ticking of the clock, was unbearable.

David was on his way, due any minute. He’d promised to bring takeout. He was always going on about his highly important work at the law firm, a narrative of stressful deadlines and influential clients. Lately, the stories felt increasingly… elaborate, the details a little too perfect.

A sudden, fierce impulse seized her. She grabbed her coat and keys, the abruptness of the movement surprising even herself. She had to *do* something.

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