The email arrived like a thunderclap. The anniversary party for his parents, a celebration of their enduring love story, was no longer happening. “Logistical difficulties.” The words felt hollow, lacking any sense of empathy. His throat tightened. They’d been married for fifty years. They deserved so much more than this.

He thought of the sacrifices they had made, the unwavering support they had offered him. He felt an intense need to shield them from hurt.

He would start planning something else immediately. He would find a way to honor their love, no matter what. He’d make sure this was not the end of a very special occasion. He would make them happy.

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