The late afternoon sun cast long shadows across the dorm room, painting the chipped desk in stripes of gold. Amelia chewed on the inside of her cheek, a habit she’d picked up in the last few weeks. Everything felt… off-kilter. She paced the small space, the threadbare carpet offering no solace to her churning energy. Sunlight glinted off the open journal lying on her bed. She hadn't left it there. A tight knot formed in her stomach.

She ran a hand through her already messy hair, her fingers snagging on the ends. The air in the room felt thick, heavy. Her roommate, Sarah, hummed a tuneless song, seemingly oblivious, perched on her own bed, scrolling through her phone. Amelia’s gaze darted to the journal again, then back to Sarah. A prickling sensation crawled up her spine.

"Hey, Sarah," Amelia said, her voice sounding a little too loud in the quiet room. "Have you seen my journal?"

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