He paced, the polished wood floor creaking under his weight. Sunlight, fractured by the blinds, striped the living room. Liam, hand clenched in his pocket, felt an itch he couldn’t scratch. His girlfriend, Chloe, was at a yoga retreat, and the silence of the apartment was suffocating. He should be working, but the familiar routine of his job felt impossibly heavy. He needed to *move*.

He stumbled upon a forgotten shoebox in the closet – Chloe's. Inside, amongst old photographs and ticket stubs, was a handwritten list. He knew he shouldn't be snooping, but the pull was undeniable. “Visit the pyramids,” it read, followed by “Learn to play the ukulele.” Liam felt a pang of… something. He hadn't known these ambitions were hidden inside her.

He felt a sudden shift, a sharp contrast to the previous boredom. He found himself picking up the phone. “Hey,” he said to his friend, “Fancy a road trip?”

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