The rain hammered against the windows, a relentless rhythm mirroring the turmoil inside Leo. He clicked the pen, clicked the pen, clicked the pen. He needed something to take the edge off. He felt like a tightly wound rubber band, stretched to its breaking point.

He'd been consumed by a passion for years, a personal quest to master the art of miniature woodworking. Weeks of work had been poured into his most recent project. The door chime rang. A delivery.

He opened the package, and inside, a perfect replica of his latest creation. His project. The same wood, the same dimensions, the same intricate carvings. A wave of nausea washed over him.

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