The hum of the highway traffic felt like a relentless, throbbing pulse against Leo's eardrums. He gripped the steering wheel, knuckles white. He’d pulled over to the side of the road, unable to continue his drive. He was on his way to see his girlfriend, but the news - a sudden text message from his mother about a half-sister – had stopped him in his tracks.

He couldn’t focus on the road, on anything. He hadn’t felt grounded since he’d heard the news. He slammed his fist on the steering wheel, the sharp crack of the sound startling him. He felt as if he could shatter like glass.

He had to get *somewhere*. He put the car in gear and started driving again. He didn't know where he was going, but he couldn't stay still, couldn't stay here.

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