The silence of the house was oppressive. Mark couldn't sit still. He'd rearranged his books alphabetically, then by color, then by author’s last name. Nothing satisfied. He felt a need to break the monotony.

Then, a thunderous crash from next door. He practically ran to his window.

The enormous pine tree in the Miller’s yard had surrendered to the wind. It lay across the length of their driveway, blocking the entrance to their garage. A strange energy jolted through him, an almost pleasurable shock. He grabbed his phone. He needed to be involved.

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