The afternoon sun streamed through the attic window, illuminating dust motes that danced in the light. David found a collection of letters. His grandmother’s stories of his grandfather had always been of a stern, unyielding man who worked hard to provide for his family. But the letters told a different story. The letters told of longing and missed opportunities, a quiet, hidden sadness. David felt a wave of sadness for this man, a man he had never known.

David carefully put the letters away, making sure they would be safe. He went to his garage to work.

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