The room was abuzz with activity, but amidst the chatter, Maya felt a quiet sense of calm. She looked at her parents, who were seated in the front row, their faces radiating happiness. A gentle warmth spread through her.

She approached the podium. “Mom, Dad,” she began, her voice steady, “today is a testament to all you’ve done.” She remembered her parents’ consistent love and support, the way they were always there to listen and offer guidance.

She thought about the sacrifices they’d made, the hard work, the unwavering belief they had in her. She thought about their quiet acts of kindness and their enduring commitment to their community. She smiled at the memories.

“You’ve shown me the true meaning of… service, of putting other people’s needs before your own,” she continued, her voice filled with emotion. She looked at her parents, and gave them a tender smile.

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