Rain lashed against the windows, mirroring the bleakness outside. Arthur, bundled in an old, threadbare coat, was setting up his miniature train layout in the attic. The whirring of the trains and the nostalgic scent of plastic and oil normally soothed him. His daughter, Maya, barely seven, was usually fascinated, her eyes wide with wonder. Today, though, she was unusually quiet, clutching a worn teddy bear.

He sat back on his heels, a sudden concern flooding through him. He saw a tear on Maya's cheek. "What's wrong, sweet pea?" he asked softly, his voice gentle.

She sniffled. "Grandma said she's not coming back." He knew what this meant. He saw his own mother so many times, always loving. He gently pulled her into a hug.

"Come on," he said, the trains forgotten, “Let’s go downstairs. I’ll make us some hot chocolate, and we can play with the trains later, okay?" The trains could wait. They always could. He would play her favourite tune on the piano.

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