The late afternoon sun cast long shadows across the apartment, a visual reminder of the hours Amelia had already spent staring at the ceiling. She got up, the fabric of her jeans feeling scratchy against her skin. A sharp pang went through her chest; another day blurring into the next. She wandered into the kitchen, opening the fridge without any real intention. A half-eaten container of kimchi sat on the top shelf, a remnant of last night's takeout. She slammed the door shut.

Later, she found Daniel hunched over his laptop in their usual spot on the sofa, a pair of headphones perched on his ears. A low murmur escaped his lips. Amelia leaned in, drawn by the sound.

"What are you doing?" she asked, her voice barely a whisper. Daniel jumped, pulling off his headphones. His cheeks flushed a light pink.

"Oh, uh, just… working on something," he stammered, his eyes darting away from hers. She noticed a faint, unfamiliar script on the laptop screen. It was Korean.

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