He had been celebrating the news for weeks. Then came the retraction. The scholarship wasn't his. It was meant for someone else, and now he was the one causing them hardship. He pictured the applicant, picturing their hopes and dreams. He felt physically sick.

He skipped class, and sat by the river, watching the water flow. The sun was hot on his skin, but he felt chilled to the bone. Every happy face, every shared meal, was a reminder of his own unearned good fortune. He felt a growing sense of unrest, a compulsion to do something.

He started researching other scholarships, finding anything and everything he could. He reached out to charities, universities, and student groups, and compiled all of the information into a single resource that he posted online. He wanted to help.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344