The flickering candlelight cast dancing shadows on the walls of the small study. Robert carefully unfolded the letter. He stared at his own handwriting, stiff and formal, addressed to his son, who was away at college. He'd written it during a period of intense worry, expressing his fears and his love. He'd never mailed it, believing he would just make his son anxious.

He closed his eyes, remembering the young man who had once been so dependent on him. A wave of tenderness washed over him. He felt an urge to protect him, even now.

Robert reached for his own pen and paper. He had another letter to write.

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