The old farmhouse creaked and groaned around Samuel. He felt a constant twitch in his left eye. The "Midnight Brew," a coffee concoction that had been his grandfather's secret, was now being mass-produced and sold with a different name. The name alone, "Starlight Buzz," felt insulting.

He felt a tension in his neck. He walked to his workbench and began haphazardly putting together a small, wooden birdhouse. He was too agitated to sit. He would have to *do* something with his hands.

The wood shavings and the scent of freshly cut pine provided a small distraction, but the feeling lingered, an insistent itch he couldn't scratch.

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