A tremor ran through Amelia as she scrolled through her Facebook feed, the late-night quiet of her apartment amplifying the electronic hum. She absently bit at her thumbnail, the chipped polish offering little resistance. A new friend request notification blinked. Michael Hanson. Her stomach lurched. He’d been the bane of her existence in middle school.

She considered ignoring it, deleting it, but a strange compulsion gripped her. She clicked on his profile. There he was, older, a little less boyish, but the same cocky smirk she remembered. Married, two kids, a life that seemed… normal.

Suddenly, she felt the need to get up. She padded to the kitchen, the hardwood floor cold beneath her feet. She needed a drink, something to settle the sudden flutter in her chest.

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