The email arrived as she was finishing her homework. Mr. Barnes, her creative writing teacher, had sent her a message. He’d read her recent poem on her blog and left some notes.

He wrote about the vivid imagery, the strong emotions, the potential she had as a writer.

She’d always felt self-conscious about her writing, afraid to share her work. She’d spent hours agonizing over the poem, pouring her thoughts and feelings onto the page.

She spent the next hour replying to his email. She thanked him for his advice, for his encouragement, for seeing the world that existed inside her words. It wasn't the kindest, it felt deeper than kindness.

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