The apartment felt too small, too quiet. The rhythmic ticking of the clock on the wall was the soundtrack to her rising agitation. She flipped through channels on the television, finding nothing that held her attention. A dull ache settled in her chest. She needed a change of scenery, a rush of some kind.

A text from "GeekGirl" lit up her screen. "Hey! I'm at the arcade on Maple Street. Wanna battle?"

Her fingers flew across the screen, typing a quick "Be right there!" She practically leaped from the couch, her energy suddenly renewed, her body ready to face anything.

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