“Mr. Henderson,” Michael muttered, rereading the class list. The name triggered a flashback to his own awkward middle school years. He wanted to make sure his daughter, Chloe, had a better experience. He found himself wishing for all the best for her.

He sent Mr. Henderson a brief email, introducing himself and sharing a few positive memories he had of the teacher's class. He also offered to help out with any classroom projects. He tried to remember what it was like to be a scared young student.

When Chloe came home, he listened patiently as she recounted her day, offering encouragement. He knew that the teacher would want Chloe to feel safe. He made sure to ask how the day had been.

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