Maya chewed on the inside of her cheek, a habit she'd picked up in moments of… anticipation. The email notification blinked on her phone. “Your teenage diary, *My Awkward Years*, is now live on the blogosphere!” She slammed the phone down on the kitchen counter, the ceramic clattering against the granite. Sunlight streamed in, illuminating dust motes dancing in the air, a stark contrast to the churning unease in her stomach. Outside, the world was alive, birds chirping, children laughing. Inside, she felt a trapped energy, a current that buzzed beneath her skin.

She paced the length of her apartment, each step measured, yet conveying a sense of urgency. The coffee she'd made earlier sat cold in the mug. She didn't want it. She grabbed her keys, her fingers fumbling slightly. The world outside beckoned, a vast, unknown space that might absorb some of the pressure building inside. Her breath hitched. She had to *do* something.

The front door slammed shut behind her, echoing in the hallway. Her reflection in the elevator doors stared back, eyes wide, jaw clenched. Any movement seemed preferable to staying still, she realised.

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