Rain lashed against the attic window as Daniel sorted through the trunk. He'd always heard his grandfather's stories of bravery and stoicism during the war. He expected to find medals and letters of valour, but instead, he found pictures of his grandfather, younger, thinner, and utterly terrified, huddled with a group of friends. One of them had a bandaged hand. The contrast with the man Daniel knew—always composed, always in control—was striking. The reality of fear and vulnerability, so long hidden, resonated within him, a deep understanding of the weight carried.

He sat on the floor, the rain drumming a slow rhythm on the roof. He went to make a cup of tea.

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