The hammering was relentless. Inside his own house, David gritted his teeth, trying to concentrate on his work. The new neighbors, the Millers, were ripping out their entire back deck. He knew they’d just moved in, and he remembered the excited chatter he'd overheard at the welcoming barbecue.

Suddenly, the hammering stopped. He peeked through the blinds and saw Mr. Miller slumped on a pile of lumber, head in his hands.

David put down his pen, feeling a strange tightening in his chest. He grabbed a tray of homemade cookies he’d baked last week and walked over. "Hey," he said, offering the tray, "Rough going? Thought you might need a sugar boost."

Mr. Miller looked up, surprised, then smiled weakly. “Thanks, man. Appreciate that.”

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