The news felt like a physical blow. The scholarship, the thing that had kept his family afloat, was a mistake. It was intended for someone else, and now he was the one causing them pain. He closed his eyes, and a vision of the other person, their hopes and aspirations, flashed through his mind. His stomach churned.

He walked through the university grounds, head bowed. The laughter of students, the crisp air, the bright sun – everything felt wrong, tainted by his own guilt. He couldn’t bring himself to look anyone in the eye. He felt himself shrinking. He hated himself.

He went to the campus library and spent the next few hours working. But it wasn't school work. Instead, he was working on an anonymous petition. He was petitioning the university to change its policies, to help prevent others from falling into the same situation.

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