He paced the small apartment, the worn wooden floorboards groaning in protest with each frantic step. Outside, the city throbbed with a frenetic energy that only amplified the chaos inside him. His fingers found their way to the worn, leather-bound journal he kept. He flipped it open, the pages filled with scrawled memories of childhood adventures with Maya. Tree fort secrets, scraped knees, whispered promises under starry skies. He needed to find her. He had to. He’d tracked her down through social media, a thrill surging through him. Today was the day. He’d rehearsed what he would say, the perfect icebreaker. But when he saw her, standing in the park, sunlight catching in her hair, and greeted her, her eyes widened, and she said, “I’m sorry, I don’t think we’ve met.” His shoulders slumped. The journal felt empty in his hand.

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