The invitation sat on her desk, a stark white rectangle against a sea of bills and paperwork. Sarah felt a weight in her chest. She remembered the bullying, the unkind words, the feeling of isolation. Yet, the thought of skipping the reunion didn't feel right.

She started thinking of solutions. She knew that some people might be struggling with money. She started a small fund, quietly collecting donations to help others attend.

At the reunion, she made sure to approach everyone, greeting them with a warm smile and a sincere hello. She went out of her way to make eye contact, to listen intently. She remembered the way it felt when people looked away.

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