The news arrived in a frantic email: someone had tattooed Elena’s delicate watercolor, "Fallen Petals," onto their skin. Instead of fury, she felt a curious pull, a need to understand.

Elena drove to the address provided, a small apartment complex on the outskirts of town. She found a young man, barely older than her students, opening the door.

He was nervous. She saw the tattoo, a faded image on his wrist, and her heart felt heavy. He explained, his voice barely audible, that the image represented a lost love. Elena’s hand went out automatically. “Can I come in?”

She listened to his story, a weight in her chest.

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