The dust was settling like a shroud over everything. The air thick with the smell of fresh plaster. He heard the cries of children. James, was struggling with his own personal issues. He knew that the renovation was taking place next door, but he just wasn't in a good place.

He saw the family from next door, looking lost and disheveled on their front lawn. He knew they had three young kids. It was the noise and upheaval of the work, but there was also no kitchen.

He went inside and grabbed some granola bars and juice boxes. Walking over to the family, James, his voice gruff, offered them the supplies. “Kids must be starving.”

The mother’s eyes met his, and he saw a flicker of gratitude. "Thank you," she whispered, her voice thick with emotion.

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