The sight of the fallen elm tree, draped across Mrs. Olsen’s property, made my stomach churn. It had been her favorite. I knew she'd be beside herself.

I found her sitting on the porch swing, head in her hands, her shoulders shaking. My own throat tightened.

"Mrs. Olsen?" I asked gently, my voice barely above a whisper.

She looked up, her eyes red-rimmed. "It's just… gone," she murmured. I knew she had been watching this tree grow for years.

I brought her a glass of water and sat with her for a while, just listening. I offered to stay and help her make calls.

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