The scent of freshly baked bread filled the kitchen. David stood, the manuscript clutched in his hand, a paper weight. He found it in Sarah’s writing desk. It was a story of him, his struggles, his weaknesses, as seen through her eyes. The raw honesty of it had both shocked and… touched him. He understood now, the depth of her observation, and the depth of… something else.

Sarah entered, a floury smudge on her cheek, a tray of cookies in her hand. She beamed, her eyes shining. "Surprise!"

David felt his heart constrict. She looked so happy. He swallowed, forcing a smile. He decided not to say anything about the manuscript. Instead, he took the cookies, taking a bite. "These are amazing," he said, his voice softer than usual. "What's the occasion?"

Sarah shrugged, her smile unwavering. "Just because. I wanted to." She reached out and brushed the flour from his cheek.

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