He stared out the window, the rain blurring the cityscape. It was a bleak day, mirroring the strange emptiness he felt inside. He hadn't touched his coffee; the warmth offered no comfort. He had to *move*. He began rummaging through the study, looking for something to occupy his attention. He picked up his wife, Olivia's, laptop.

He knew he shouldn't. But his hand hovered over the keyboard. He looked at the bank accounts listed, and then suddenly, there it was - a separate account he was not aware of. He clicked and the balance appeared, a number that seemed to mock his own financial situation. A sour taste filled his mouth.

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