The afternoon sun, though muted by the drawn blinds, still managed to spotlight the dust motes dancing in the air. John felt trapped, like he was caught in a slow-motion film of his own life. The walls of the dorm room seemed to be closing in on him. He felt an intense need for something… anything… to change.

He paced the room, unable to sit still. He chewed on his lip, a nervous habit. The journal, lying open on the bed, caught his eye. A chill swept through him, even though the room was warm. His roommate, Kevin, emerged from the bathroom, whistling a cheerful tune, unaware of the turmoil brewing in John’s chest.

John felt a surge of adrenaline, his heart pounding in his chest.

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