The kitchen felt too warm, too close. Maya pushed away from the table, her chair scraping against the linoleum floor. The inheritance documents, detailing the existence of a half-brother, lay discarded in front of her. She’d been staring at them for hours, not reading the words but the implications. Her entire family felt like a lie.

She felt an electric current running through her, a buzz that wouldn’t stop. She ran a hand through her hair, the simple movement unable to soothe her. She needed to do something, anything to break the feeling of entrapment.

She began to pace, her footsteps echoing on the hard floor. The small kitchen felt like a cage. She needed to be outside, to be free of this oppressive 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