Maya sank into her chair, the harsh fluorescent lights of the university cafeteria amplifying the hollowness inside her. The envelope had confirmed her worst fear. The scholarship, the key to her dreams, had been a mistake. Someone else needed it. She felt a prickling sensation in her eyes, a familiar sting she stubbornly fought down.

She knew she could fight it, argue, but a sense of unease settled over her. She knew the sacrifices her parents had made for her education, the late nights, the financial stress. She could probably find a job, maybe take out more loans. But… someone else might not have those options.

She thought of the application essays she had read, the stories of need, the struggle. She couldn't shake the feeling that she had to do something. She needed to know who this other person was.

The next day, she found a handwritten note in her mailbox. "Meet me at the fountain, 3 pm." No name, just a simple request. Her heart fluttered in her chest as she wondered who could've sent it.

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