“How much for the…?” Sarah began, her voice trailing off. She’d been wandering the yard sale for an hour, and her legs ached with the effort. She shifted uncomfortably, feeling an agitation she couldn't explain. She hadn't slept well in days.

She had to get out.

Her eyes scanned the jumble of items. Was there anything that would calm this persistent pressure?

Then she saw it. A teddy bear, its paw missing, sitting amongst a collection of battered board games. She picked it up and examined it closely. A flood of warm memories.

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