The school supply list sat on the kitchen counter, and it hit her. Mr. Abernathy. Amelia remembered his booming laugh and the way he made history feel alive. Now, her son, David, would be in his classroom. A smile played on her lips as she recalled the past. She started a mental list of things she could do.

She decided to gather some of David’s old history books and put them together as a resource for the class. She knew that some of the lessons could be difficult. She wanted to help ensure David felt prepared.

She walked David to school on the first day, her arm around his shoulder, offering words of reassurance. She gave him a soft, encouraging push toward the classroom. She wanted him to know he was loved.

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