Arthur, a retired professor, stared at "The Professor's Ponderings." Someone had written about him, his life, his work, his quiet contemplation. He, a man of facts and reason, felt baffled. He'd never courted attention.

The book described his lectures, his love for his students, his evening walks through the campus gardens. The author wrote about the deep respect he held for his colleagues. He was moved when he saw the passages detailing his care for his ailing wife.

He turned the page, a profound sense of peace washing over him. The author, a stranger, understood him. He felt less alone in the world. He decided to send a letter to his former students and tell them how much he appreciated their support.

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