He checked the time on his phone, then checked it again. He could have sworn it was moving slower than usual. The minutes crawled by. He watched a single cloud drift across the sky, its slow progress mirroring his own immobility.

The weight of the situation was crushing him. He needed an outlet, a release. He ran his hand over his face. He felt a desperate urge to run, to escape. He looked around.

He started up the path toward the house. He wanted to rip the place apart with his bare hands. He started digging a hole in the dirt.

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