Her stomach twisted, and she felt a chill despite the warm apartment. Her essay, “The Bridge Builder,” was prominently displayed on the alumni section of the college’s website. It was about her work with Habitat for Humanity, the sweat, the blisters, the satisfaction of seeing a family’s joy.

She glanced around the room, at the worn couch, the chipped mugs on the table. She wanted to hug the world. She wanted to connect with people. She quickly took a shower and took some extra time to be more thoughtful.

She knew she needed to channel this strange, swirling feeling, not let it consume her. She grabbed her keys, a sudden impulse taking hold. She called a local soup kitchen to see if they needed volunteers.

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