The delivery driver knocked, a large bouquet of lilies blooming under his arm. Sarah signed the slip, but there was no name, no tiny enclosure to give a clue. "Beautiful, aren't they?" he commented, and she agreed, inhaling the sweet fragrance.

She spent the afternoon rearranging them. The kitchen felt bright, the air heavy with perfume. She imagined a young couple, a forgetful husband, a secret admirer. Whoever had sent them, she hoped they felt the joy she felt just looking at them.

The next morning, she walked to the local nursing home and gave them to the woman at the front desk. "They'll brighten someone's day," she said, a smile pulling at her lips. Her own apartment now felt a little less full, but her heart felt much, much lighter.

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