The constant hum of the server room was grating on Chloe's nerves. She’d been staring at lines of code for hours, and the air in the tech department was always a little too cold. She ran a hand through her hair, the movement jerky. She really should have gone home hours ago.

She was surprised to see Liam still at his desk, but as she got closer she saw him talking on the phone. "Yeah, I'm thinking of starting a new project. I've got the funds..." Liam was the reason for all this, the guy who made the company pay him handsomely for less work than she did.

Her fingernails tapped against her keyboard. Each tap was a tiny hammer blow against the frustration building within her. She was burning out, that's what it was. She wanted out.

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