The envelope, plain white, held no return address. The card itself was unremarkable, a cartoon dog wearing a party hat. It was the lack of anything *else* that bothered Marcus. His jaw clenched. He was trapped in a holding pattern.

His apartment seemed to shrink with every breath. He ran a hand through his hair, the familiar gesture doing nothing to soothe his internal state. He found himself staring out the window, watching the leaves swirl in the autumn wind.

He needed to *do* something, something impulsive. He grabbed his phone and started scrolling through his contacts. He’d barely spoken to his sister in months. Maybe a phone call. Or maybe not. The air felt charged, and he simply didn’t know what would happen next.

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