The smell of sawdust and fresh paint was overwhelming. Liam felt a headache coming on. His neighbor, Mrs. Peterson, was finally getting her roof replaced. He knew she’d been saving for years.

He watched her from his window, perched on a rickety garden chair, looking overwhelmed, and he remembered her kindness toward him when he was younger. He went to his garage and got a bottle of water and went over.

"Afternoon, Mrs. Peterson," he said, reaching her. "Looks like you could use some help. I'm no roofer, but I can fetch and carry. And, uh, are you sure you have enough water?"

Her smile was wobbly, but genuine. "Liam, that's so thoughtful. Thank you, dear."

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