The email arrived late at night, the harsh light of her laptop illuminating the devastating words. The scholarship, the answer to her prayers, was a clerical error. It was meant for someone else, someone whose future she had, however unintentionally, disrupted. Her throat closed, and a wave of nausea rolled through her.

The next day, the campus felt different. The familiar faces of her classmates seemed to look at her with accusation, though she knew that was her own guilt speaking. Every happy conversation, every shared laugh, felt like a cruel reminder of her own good fortune. She found herself avoiding eye contact, keeping to herself.

She took a deep breath, and the thought occurred to her, "how would I feel if this happened to me?" With this, she resolved to act. She started a support group for students in financial difficulty, and began to mentor and guide others.

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