The library felt suffocating, so Maya fled to the dorm room, hoping for some breathing room. It was no better. A tremor ran through her, an almost physical ache. She tugged at the collar of her sweater, as if it were constricting her. The hum of the mini-fridge was amplified, grating on her nerves.

The room seemed to shrink, the walls closing in. Her gaze landed on the familiar, worn cover of her journal, resting on the desk that she usually kept it on. It was now lying open. A wave of nausea hit her. Her breath hitched.

She picked it up, then put it back down, as if she were afraid to touch it. Her roommate, Chloe, strolled in, humming a cheerful tune, and Maya wanted to scream.

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