The late afternoon sun cast long shadows across the park, but Anya couldn't settle. She kept fiddling with the straps of her backpack, then kicking at loose pebbles on the path. Liam was supposed to meet her here an hour ago. She’d told him she was feeling cooped up in her apartment all week, and he’d suggested this, a walk, a distraction. Now, she was just irritated.

A low growl emanated from her stomach. She hadn't eaten. Finally, a flash of red caught her eye. Liam. He jogged toward her, winded, a crumpled coffee cup clutched in his hand. “Sorry, sorry, huge morning,” he panted, before launching into a detailed description of some complicated project at his “consultancy.”

Anya found herself zoning out. The familiar cadence of his explanation – the jargon, the self-importance – felt like a physical weight pressing down on her chest. She had a sudden, burning desire to see what this "consultancy" actually looked like.

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