Rain hammered against the windows of the coffee shop, mirroring the frantic drumming in Amelia’s chest. She tapped a pen against the table, a repetitive beat accompanying the chaotic thoughts swirling in her head. The scent of burnt coffee and stale pastries did nothing to soothe the tremor in her hands. She'd seen Liam across the crowded room, his face etched with a maturity she didn't recognize. He was talking animatedly, his dark hair falling across his forehead just like she remembered. Summoning every ounce of courage, Amelia approached. “Liam? It’s… Amelia. From summer camp, years ago?” His brow furrowed, a polite smile flickering on his lips. “Sorry, I don’t think I know you.” The world tilted. Amelia mumbled an apology, turning away, the pen suddenly feeling impossibly heavy in her grasp.

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