The community garden was struggling. Not enough people volunteering, and the crops were suffering. I knew the young couple down the street, both working full-time, struggled to maintain their plot.

A deep sense of empathy took hold, weighing me down a little, but also emboldening me.

I approached their house, an apology on my lips. "I know this is presumptuous," I started. "But if you need someone to tend your plot occasionally, I'd be glad to help." I could feel the tension in their faces begin to ease.

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