The desert wind whipped sand against the windows of his trailer, a constant, unsettling percussion. Daniel wandered between rooms, the limited space amplifying his internal turmoil. He kicked at an empty soda can, the metallic clang echoing in the silence. He found himself staring at the old guitar leaning against the wall, its strings dusty and untouched. He wanted to strum it, to fill the void, but the thought felt…wrong. He wanted to move, to go somewhere, but the car had been dead for weeks. He'd poured all his money into the renovation of the trailer. He finally spotted it under a pile of mail - a letter, postmarked a town far away.

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