The spotlight felt hot on Liam’s face as he walked to the podium. He glanced at his parents, their faces beaming with joy. He felt a wave of affection wash over him.

He cleared his throat. “Mom and Dad… It's hard to believe this day is finally here.” He thought of his father, always willing to lend a hand to anyone in need. He thought of his mother, always providing a shoulder to cry on.

He remembered all the times his parents had gone out of their way to do things for others. The times his parents helped people in the community who were down on their luck. He took a deep breath.

“You’ve shown me the meaning of… being there for others,” he said, his voice a little hoarse. “And of always… doing the right thing.” He ended his speech with a warm smile, feeling a deep sense of gratitude.

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