“Mama Rosa’s is closing!” I heard my friend, David, shout. I reeled. Mama Rosa’s was more than just a restaurant; it was a symbol of our childhood. It was a place where we’d celebrated birthdays, and shared secrets.

My chest felt tight. I thought about Mama Rosa, her booming laugh, the way she made everyone feel like family. I knew I had to go there, to see her, to say goodbye.

I rushed over, and David joined me. We entered, and hugged Mama Rosa. We told her how much she meant to us. I started to cry, and so did David.

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