The harsh fluorescent lights of the campus library buzzed overhead as Omar stared at the screen. A mistake. His scholarship, revoked. He’d felt such relief when he got the email. Now, a cold dread began to creep in.

His own financial situation wasn't dire. He had some savings, he could get a job. He thought of all the other students, their stories, their struggles. Some of them needed this money far more than he did.

He thought of the faces of the people he knew. He knew he needed to know what had happened. He had to know who the other person was, what their story was.

He closed the laptop, a decision forming in his mind. He found the financial aid office. He walked inside.

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