Eliza stared at the screen, the words of the message blurring. A mistake. The scholarship wasn’t hers. She had relied on the funds to cover tuition and books. A wave of panic washed over her.

She had been awarded the scholarship, and she had been so happy. She could go to school. She could pursue her dream.

She thought of her friend, a single mother struggling to make ends meet. She could imagine the other student. She thought she knew what they were going through.

She took a deep breath. She could apply for more loans, take on more part-time work. It would be hard, but she could manage. But what about the other person? She knew she had to do something.

She looked up the email address of the person in charge. She needed to discuss the situation. She wrote a careful, considered reply.

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