The email notification chimed, and David’s heart sank. His brother, Leo, was turning fifty, and the surprise bash had been planned for months. Now, "Venue issues," the subject line whispered. He felt a deep, profound ache. Leo had been through a tough year. A party was just the thing to brighten his spirit.

David's hands clenched. He pictured Leo’s face, the slight furrow between his brows, the way he sometimes retreated into himself. The image fueled a sudden fire within him. He felt a heavy weight.

He would make sure Leo’s landmark birthday wasn't swept under the rug. He would find another venue. He would call everyone. He would move the celebration. He would not let Leo down.

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