The aroma of freshly baked bread filled David’s apartment, contrasting sharply with the smell of beer and smoke that he could imagine wafting from the outdoor concert where his friend, Ethan, was celebrating. David had chosen a quiet afternoon of board games. The other event was sure to be loud.

He kept thinking about Ethan's underlying fear of rejection. He understood the need to be the life of the party, to feel admired and liked by everyone. A wave of sympathy washed over him.

He grabbed a gift bag he had prepared earlier, packed with Ethan's favorite snacks and a handwritten card. He added a small, framed photo of the two of them.

He drove to the concert venue. He handed the gift bag to Ethan's sister, asking her to give it to him later. He didn't want to intrude on his friend's big event.

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