The silence of the cabin was deafening. Finn wandered from the porch to the lake and back again, unable to settle. His fishing reel lay unused on the dock. The invention, the portable solar panel, was nothing but a failed project now. Someone had patented something nearly identical.

He picked up a stone and threw it as far as he could into the water. The ripples spread, widening and vanishing. He did the same repeatedly, again and again, each throw a silent expression of his discontent. The world felt off-kilter, skewed in an odd, unexpected way.

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