The surveyor's stakes marked the boundary. David winced. His neighbor, the single mother, had recently started working two jobs. He knew the constant worry that plagued her. The idea of a fence felt like another weight on her shoulders, another expense.

He watched her leaving for work, exhaustion etched on her face. His hands clenched. He thought about the shared lawn mower, how he always offered to help with the heavy lifting.

That afternoon, he baked a casserole, a comforting, cheesy aroma filling his kitchen. He would go talk to her, perhaps offer to help with something. Anything.

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