The speeches were underway, and from the corner of her eye, Clara spotted Mark. He was alone, nursing a drink, looking utterly miserable. Her initial thought wasn't about the past, but something else entirely.

She went to him. His face lit up slightly when he saw her.

"Hey, Mark," she said, her tone gentle. "This cake is amazing. You should try some."

He took a bite, looking genuinely surprised. "It is," he agreed, the ghost of a smile touching his lips. He looks like he could use a friend.

"Did you know the bride?" she asked, making idle conversation. The topic felt appropriate.

"Just… through work," he mumbled, avoiding her eyes. She let the subject drop, noticing the tense set of his shoulders. She didn’t press. She just felt like being there and offering casual conversation.

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