The gentle hum of the sewing machine was a familiar comfort. My grandmother’s passion was sewing; she made dresses, from simple cotton frocks to elaborate gowns, and taught me everything she knew. It was what she loved. My daughter, Lily, seven, had adopted her talent with fervor.

Today, however, the needle stuttered. Her grandmother was unwell. She wasn't her usual self. Her needle work was off, and she was silent.

I saw her sorrow, a mirror of my own. I went and sat with her. I knew the kind of sadness.

"Lily," I said, my voice gentle, "why don't you try making a small doll for her? A special one?" I showed her a tutorial. She started, her small hands slowly working, and some of the light returned to her face.

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