The aroma of flowers and perfume filled the air, and amidst the dancing and laughter, Olivia spotted Ben, standing stiffly near the entrance. A feeling of… empathy stirred within her. She knew he wasn't naturally comfortable in large groups.

She walked towards him.

"Ben, hey," she said, her voice warm. He looked up, his expression guarded.

"Olivia. Hi."

"Enjoying the party?" she asked, trying to sound casual.

He shrugged. She noticed he was avoiding the dance floor. “Want to go outside?” she asked. She knew there were a few benches on the lawn. “Get some air?”

He seemed relieved by the suggestion. "Yeah," he agreed, his voice barely a whisper. She led him through the doors and into the cool evening air.

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