The attic felt stifling, the air thick with the scent of old wood and forgotten memories. Mary found the letter, tucked away in an old shoebox. It was addressed to her mother, who had recently passed away. The letter was a detailed account of the difficulties she had faced, along with a desperate need for support. Mary had been too proud to send it.

She felt a hollowness in her chest, a deep sense of longing. She sat down, letting the letter fall onto her lap. It was a document of love and pain, a connection to a woman she desperately missed.

Mary decided to read it aloud, whispering the words into the empty room.

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