The clock on the wall seemed to mock Leo. Each tick was an accusation. He was trapped in his tiny apartment, the walls closing in. He glared at the television, but the vibrant images held no appeal. His invention, the universal remote that could control everything, was a dream deferred. Someone had already filed.

He ripped off his shirt, tossing it onto the floor. The heat in his chest demanded release. He switched off the news report and headed straight into the kitchen. Grabbing a jar of peanut butter, he stood there, eating straight from the jar, the sweet, sticky mess a small rebellion against the constraints that had tightened around 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