The afternoon sun cast long shadows across the living room, highlighting the dust bunnies lurking under the sofa. Sarah felt a prickling sensation beneath her skin, a feeling that intensified with each passing hour. She had rearranged the books on her shelves, only to find the new arrangement even less satisfying. A package rested on the doorstep, addressed to "Mr. Thomas Ashton."

She'd met the prior owner once. A quiet, older man. She considered leaving the package, but something in her, a feeling like a trapped bird beating its wings, pushed her towards it. She dragged it inside, the cardboard scraping against the linoleum.

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