The maple tree in the back of my yard was gone, split by the wind. I didn't care. What did bother me was that Mr. Chen's oak had come down and was blocking his driveway. He was already outside, staring at it.

I walked over. "Mr. Chen, that's a mess, but we can do something about it," I said. My palms were itching for action.

He sighed, pushing up his glasses. "I was just heading to the store," he said. His voice sounded strained.

I offered to call a service and to help him clear debris, so he could still get his car out. I knew it was the right thing to do.

He smiled, a small grateful smile. "Thank you, friend."

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