He had always felt a pull toward helping others. Liam, a volunteer at a local animal shelter, had always found comfort in giving to the vulnerable. The DNA results had been a shock. A different family, a different history, suddenly materialized. He had found his birth mother; she was battling a serious illness. Liam drove to her house, a small, worn bungalow, and stood on the porch, his heart thudding. He knocked lightly. The door creaked open, and a frail woman with kind eyes answered. "You must be Liam," she whispered. He nodded, unable to speak, and noticed the simple, well-loved things in the entrance hall. He stepped inside without being asked. He wanted to help her. He wanted to do whatever she needed. He would.

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