The sterile white walls of the dorm room seemed to press in on him as David re-read the email. A clerical error. His scholarship, gone. He felt a chill, a deep, pervasive cold that settled in his bones.

He could appeal, he supposed. He could make a case. But his mind kept drifting back to the stories he’d read when he was applying, the tales of hardship and need. He knew there was someone else who required the funds, someone who might be desperate for them. He had a support system. Maybe the other person did not.

He felt an unsettling sensation in the pit of his stomach. His parents would be disappointed. He pictured the faces of his friends, their dreams. He closed his eyes, and a wave of heat flushed through him. He found himself walking to the campus library.

There, he looked up the names of other scholarship recipients. He started searching.

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