The sun streamed through the dusty window, illuminating the words on the yellowed page. “Write a novel.” Mark traced the words with his finger, a lump forming in his throat. His father had always been a quiet man, but his stories… Mark recalled the bedtime tales, the vibrant characters.

He picked up a pen and a fresh notebook. The first sentence appeared as if by magic. He'd never considered himself a writer, but he felt a drive to honor his father's unspoken yearning. He would tell the stories. He had to.

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