"Just go up there, check it out," she told herself in a low whisper. She felt a prickle of unease that had been plaguing her for days. The house felt too confining, even with all the windows open. She hadn’t slept well, and everything felt… off-kilter.

The attic was a forgotten world. The air was dry and smelled of dust and paper. A trunk in the corner caught her eye. She lifted the heavy lid, expecting to find old clothes or forgotten toys. Instead, there was a stack of sketchbooks.

She opened one. The drawings were incredible, filled with fantastical creatures and vibrant landscapes. The artist had a talent she envied. She felt a strange pang of envy and an odd excitement that she couldn't place. She sat and flipped through each book, a sense of something building inside her.

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