The coffee shop buzzed with a low hum of conversation, but it all blurred together for Finn. He’d been perched at the same table for three hours, nursing a lukewarm latte. He tapped his foot incessantly, the rhythmic thumping a counterpoint to the melodies swirling in his head. Sunlight, once a comfort, now felt like a spotlight, highlighting every imperfection. He checked his phone again, for the tenth time. Nothing. Then, a notification. His former bandmate, Liam, had tagged him in a post. He braced himself, his stomach twisting. A cover of "Lost at Sea." Not by him. Someone else's voice sang his words.

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