He’d found the account quite by accident, a suggested friend on his own feed. Mark felt his heart twist when he saw the photos. His son, David, usually so shy and reserved, was transformed. He was posing with friends, laughing, confident. The account was filled with inside jokes and references Mark didn’t understand. A sense of protectiveness surged through him. He pictured the effort David must have put into creating this alternate identity, the energy he’d poured into maintaining it.

Mark walked downstairs, the weight of the day suddenly lifting. He saw David at the kitchen table, headphones on, typing on his laptop. He made himself a coffee, and quietly sat down. "Hey, David," he said, keeping his tone light and friendly. "Got any plans for the weekend?"

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