The “F” on Sarah’s history paper seemed to mock her. Tears pricked her eyes, not because of the grade itself, but because of the implications. Her scholarship depended on her grades.

She remembered Mr. Henderson, the history professor. He was a man of quiet dignity. She knew that last week, his wife had been admitted to the hospital. He’d still come in to teach, his voice a little hoarse, his shoulders a little slumped.

Sarah decided to stay after class to ask if he was doing alright. She knew it was a small gesture, but she had to try.

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