"Mrs. Bell?" Robert frowned, holding the letter. He immediately pictured his own stern, yet well-meaning, teacher. She seemed to expect so much from her students. The very thought made him want to provide a softer start for his daughter, Jessica. He knew how important it was to build self-esteem.

He baked Jessica’s favorite cookies, hoping to help ease any first-day jitters. He offered them to Mrs. Bell as a gesture of goodwill. He understood the workload of teachers and wanted to show some support.

When Jessica reported back about her day, he listened with a deep, almost painful, attentiveness, offering her praise and encouragement. He wanted to make sure she felt safe. He was so glad to see Jessica smiling and happy.

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