The metallic gleam of the empty driveway reflected the hard glare of the sun. Finn’s jaw clenched. This was infuriating. He worked tirelessly to keep his old Volvo running. He’d barely made rent this month. He wanted to scream.

He glanced at the house next door. Little Leo, the neighbor's kid, often helped his father with yard work. He remembered the boy's delighted smile when he'd fixed Leo's bike. Now, his mind’s eye superimposed that smile onto a child in similar distress. The frustration subsided, replaced by a quiet thrum of concern. He fished his wallet out of his pocket. Maybe he could help the kid. Finn began walking towards the tow truck company. He figured a little kindness might go a long way.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444