Liam tapped his foot against the worn wooden floor of the music studio. The rhythm was a frantic counterpoint to the slow, deliberate packing of his friend, Alex. The air was thick with the scent of old wood and forgotten dreams. Sweat beaded on Liam’s forehead, despite the cool air.

“You know,” Liam finally blurted, the words tumbling out, "we have that gig next week."

Alex looked up from taping a box shut. "Yeah, man. I'm sorry." He shrugged. "Guess you'll have to find someone else."

Liam clenched his jaw. He grabbed his guitar and began to strum, a discordant melody of anger and fear. The music seemed to both soothe and amplify the turmoil. He needed to create something, to fill the void that was opening. He played until his fingers ached.

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