The smell of old paper and mothballs filled the air as I sifted through the old albums. My grandfather, the family patriarch, was painted in family history as a man of principle. But in the photographs, I found a different story. He was leaning into a woman with a genuine, carefree smile. I felt a lump in my throat, a pressure in my chest. I knew it must have taken a great deal for him to hide this part of himself. I imagined his regret, his sacrifices. I felt a profound connection to this man I never knew.

I gently closed the album. I thought of the stories I'd tell my own children.

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