He stared at the cream-colored card, the gold lettering catching the late afternoon sun. Mark hadn't been popular in high school; he'd been the quiet kid in the corner. He knew he didn't have to go, but a feeling tugged at him, a pull he couldn’t name. He remembered the lonely faces, the kids who didn't quite fit.

He spent the next week baking. He baked cookies for a woman who had been a loner, and the next day, a cake for a man who had struggled. This was easier to deal with than talking to people directly.

At the reunion, he found himself drawn to the periphery, watching. He saw Sarah, who had always seemed so poised and put-together, looking lost and alone by the bar. He walked over to her. “Remember that time we had to dissect a frog?” he asked, a small smile playing on his lips. “I nearly fainted.” Sarah smiled back, and he saw, for the first time, a shared experience.

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