The neighborhood kids were always playing in the street. I knew their parents’ yards were small and had no safe space for them to play. The idea of them having space to grow things felt just right.

A wave of something like contentment washed over me at the thought.

One evening, I watched the kids kicking a ball, their faces strained with every missed kick. I stepped outside and waved them over. “How would you like to grow a garden?” I asked, smiling. "Plenty of space for a small garden over by the swing set."

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