The clinking of glasses and the murmur of conversation created a gentle background noise as David walked towards the podium. He took a moment to look at his parents, their faces lit with happiness. He took a deep breath, and felt his throat constrict.

He started, “Mom and Dad, it’s hard to believe this day has come.” He remembered the times his parents had picked him up when he was feeling low. The times they cheered him up when he was feeling glum.

He thought of all the times his parents had put their children first, even when it meant they had to go without. He thought of all the times they worked with unwavering resolve to build a safe and warm home. He paused, gathering his thoughts.

“You have shown me the value of… kindness, of loyalty, and of… generosity,” he continued. He saw his mother wiping a tear away. His father gave him a proud look. “Thank you for everything.”

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