The afternoon sun blazed down, turning the air shimmering and thick. Clara’s legs ached from her morning run, but she couldn’t stop moving. She’d wandered through the house, cleaning obsessively, then pacing the backyard. She felt a buzz under her skin.

A loud crack echoed through the neighborhood, followed by a sickening thud. She spun around.

The old cherry tree in the Peterson’s yard had given way, its branches sprawling across their back garden. Clara dashed toward the property line, her fingers already itching to start the clear-up.

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