The wind had died down, leaving a trail of destruction in its wake. The worst of it, I thought, was that Mrs. Rodriguez's prize-winning dogwood was now a pile of broken branches on her lawn.

I found her staring at it, her arms crossed, a lone tear tracing a path down her cheek. I wanted to help.

“Anything I can do, Maria?” I asked, trying to keep my voice even. Her shoulders slumped slightly.

She pointed to the broken branches. "It was so beautiful." I could sense her grief.

I spent the afternoon raking, bagging debris, and helping her sort through the scattered remains. I assured her that we would get it cleaned up.

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