A tremor ran through David’s hand as he typed. He’d just overheard Sarah, the intern, gushing about her new apartment, and the exorbitant rent. He knew, from a casual conversation at the water cooler, that she was paid more than him. More! His stomach twisted.

He felt a sudden urge to pace, something he hadn't done in years. The cubicle felt constricting, a cage. He pushed away from the computer, his chair squeaking a protest.

He had expected a promotion, a raise, something. The feedback had always been positive. Now, he felt completely trapped. He stared out the window, at the distant city skyline, a silent scream building in his chest.

The thought of working on this report made him want to explode.

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