"Just breathe," Amelia muttered under her breath, staring at the empty canvas propped on her easel. She’d promised herself a relaxing afternoon of painting, but her mind was a whirlwind of anxieties. The brush felt heavy in her hand. She stared at the blank surface, feeling utterly blocked.

She walked away from the canvas. The need to move, to *do*, was overwhelming. She wandered into the kitchen, even though she wasn't hungry. She opened and closed the refrigerator door several times.

The doorbell rang. A delivery person. A large, heavy parcel. It was from David, a student who'd always struggled to express himself in words. Inside, packed with bubble wrap, was a collection of meticulously crafted, miniature paper cranes, their wings frozen in mid-flight. A tiny note tucked in among them read, "Thank you for helping me find my voice." Amelia's fingers traced the delicate paper.

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