The silence felt almost more oppressive than the noise. After the construction workers left for the day, the quiet was suddenly deafening. He shifted in his seat, a restless energy buzzing through him. He found himself looking at the window, the empty street.

He got up and started making dinner, even though he wasn't hungry. He sliced the vegetables with sharp, precise movements, each chop a small act of defiance against the unnerving calm that now filled the air. He was filled with a desperate need to burn off energy.

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