“Another day, another spreadsheet,” Marcus muttered, his voice flat. He drummed his fingers on the desk, the cheap laminate cold against his skin. The office, with its fluorescent lights and beige cubicles, felt like a cage. Outside, he saw Mr. Henderson, his neighbor, pull out of his driveway in a Rolls Royce. The glint of polished chrome was almost blinding.

Marcus knew Mr. Henderson. A quiet man, always polite, but undeniably... reserved. They’d shared a few brief conversations, mostly about the weather. Mr. Henderson had always been vague about his profession, saying only that he “dealt with investments.” Now, seeing the car, the expansive lawn, the sheer effortless ease with which Mr. Henderson lived, a sour taste filled Marcus's mouth.

He pushed back from his desk, the chair screeching on the linoleum. He needed air, needed a distraction from the dull ache in his bones. He walked out of the office and went to the vending machine, only to grab a bag of chips.

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