The elderly woman next door had always been a solitary figure. The sight of her struggling with her groceries, always alone, tugged at something deep inside. I knew she would never ask for help directly.

I felt a surge of something unexpected as I considered her situation.

I saw her surveying my yard later that day. I walked over, deliberately casual. "You know, Mrs. Olsen," I said, nodding towards a vacant patch. "That space gets great sun. Would be a perfect place for herbs, don't you think?" I added, feeling strangely satisfied.

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