As the last guest left her apartment, Sophie slumped onto her couch. Across town, her friend, Ben, was celebrating his birthday at a bustling arcade. Her own event felt… small, almost insignificant. She'd organized a poetry night.

A hollow feeling settled in her stomach. She loved her friends, but she also understood Ben's need for the bright lights and the endless games. A flash of understanding made her feel a little bit more relaxed.

She considered cancelling her plans to join Ben's party. She decided against it. Instead, she took out a blank journal, a pen, and settled on her couch.

That night, she wrote a poem for Ben. The next day, she sent it to him. He loved it. It would have been very difficult to read it out at the arcade.

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