The weight of the past settled on Sophia's shoulders. She felt it, in the stiffness of her back, in the persistent ache in her jaw. She found the list in her mother’s sewing box. “Learn to dance.” Sophia felt a sudden flush of heat.

She enrolled in a dance class the next day, her first lesson a blur of awkward steps and clumsy movements. But with each beat of the music, with each clumsy leap, she felt a release, a loosening of the tension that had gripped her. She felt something… shifting.

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