The gentle sounds of classical music filled Michael’s apartment, a world away from the rowdy sports bar where his friend, Ryan, was celebrating his birthday. Michael had chosen a quiet book-reading event.

He felt a deep sense of connection to Ryan, even when they were apart. He felt the weight of Ryan's quiet, hidden anxieties. He understood the need for the boisterous atmosphere, the camaraderie.

He walked over to his bookshelf and selected a first edition copy of Ryan's favorite novel. He wrapped it carefully, along with a bookmark he made by hand.

He knew that Ryan would appreciate the gesture, even if he was too busy enjoying himself at the bar to acknowledge it immediately. He knew the gift would be a comfort. He dropped off the gift at Ryan's apartment.

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