My heart sank when I saw the "C" on my English essay. I'd poured my soul into that piece. But I also knew Professor Miller. He was a man with a booming laugh and an even bigger heart.

I remembered the email I’d received last week from him. He’d written about the passing of his grandmother. The loss. I understood. It was raw, that kind of grief.

I walked to the front of the classroom, my steps hesitant. I needed to say something. I wanted to tell him that I understood. I asked if there was anything he needed help with.

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