The tiny apartment felt like a cage. She kept swiveling in her chair, gazing out the window at the monotonous cityscape. The city was usually a source of comfort for her, but today it was a cage. She picked at the chipped nail polish on her thumb. She had a text from “PixelPals” – her online art buddy.

“Hey! I’m at that pop-up gallery on 5th. Come by, if you’re, you know, free.”

The message sparked something inside her. A sharp, almost painful thrum. She immediately began to gather her things, her movements quick, decisive. She needed to *go* somewhere, *do* something. The gallery was only a few blocks away.

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