He stared at the ceiling, the patterns of the stucco blurring in the dim light. The darkness of the bedroom seemed to amplify the feeling. It had been building for weeks, this unease, this twitchy energy that made him want to scream. The calls had started subtly, quickly escalating, then he'd get defensive if she brought them up.

He swung his legs over the side of the bed. He pulled on a t-shirt and jeans, his movements jerky, lacking coordination. He needed to do something, anything, to break free from the suffocating atmosphere. He was not sure what.

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