The aroma of freshly baked bread usually filled the hallway, emanating from Omar's apartment. Today, however, silence. He knew his neighbor, Mr. Dubois, who baked the bread.

He knocked. The door creaked open, revealing Mr. Dubois, his eyes red-rimmed. He had lived there for thirty years, the rent now affordable because of his fixed pension.

Omar, a financial advisor, immediately took charge. He explained the financial implications of moving, showing the risks and the opportunities. He went through the numbers with him, offering assistance and suggesting a course of action. He wanted to give him a sense of control.

He would see Mr. Dubois through this. He had the knowledge, the skills, and the resources to help. He wouldn't let him sink.

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