The afternoon sun cast long shadows across the empty living room. Maya watched the dust motes dance in the air, a visual representation of her internal state. Her boyfriend, Ethan, was working late. His absence felt heavier than usual tonight. She felt a magnetic pull to do something new. Something other than her usual routine.

She found a small, folded piece of paper in Ethan's bedside table drawer. His handwriting was messy, filled with cross-outs and scribbles. "Build a treehouse." "Learn to play the drums." Maya felt a wave of… surprise. She had assumed their lives were firmly established. She felt a sudden urge to rebel against the familiar. She almost felt… frantic.

She found herself rummaging through the kitchen cabinets, searching for something, anything, to distract her. She felt a desperate desire to break free from the stagnation she was feeling.

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