The young family next door, the Millers, were struggling. I saw it in the tired eyes of the mother, the threadbare clothes of the kids. The father had approached me earlier that day about the possibility of using part of my yard for a garden.

A feeling of something akin to protectiveness welled up within me as I considered their request.

I walked over, the evening air cool against my skin. The two children were out with a soccer ball. Mr. Miller stood, his back to me, the setting sun catching the worry etched on his features.

"Mr. Miller," I began, louder than I intended. "About the garden..." I took a breath. "Take as much space as you need. And if you want help, just ask."

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