The day had been… off. Amelia couldn't focus on her book, she couldn’t settle. She felt a kind of… buzzing, a need to move. She needed to *do* something that would stop the thoughts. She'd already cleaned the kitchen three times and the living room twice.

She found herself drawn to the attic door. The latch protested as she pulled it open. Sunlight sliced through the gloom, revealing a jumble of forgotten treasures. She began rummaging. She didn't have any idea why, but she kept feeling drawn to a particular part of the attic.

Finally, she pulled out a dusty old sewing box. Inside, she found several spools of colorful thread and a half-finished quilt. A sudden desire to sew bloomed inside her. She sat cross-legged on the floor, the threads filling her hands, and the world outside the attic seemed to shrink away. She felt a satisfaction she hadn’t expected.

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