Maya’s hands trembled as she reread the email. The scholarship, the one that had allowed her to breathe easy for the first time in years, was a mistake. A clerical error. Meant for someone else. Her stomach twisted, a cold knot forming in its core. She pictured the other student, whoever they were, and the relief they must have felt when they were awarded the money. Now, that relief was hers, and she felt a sickening guilt.

The university financial aid office was a sterile, brightly lit space. Maya sat across from Mr. Henderson, the administrator who had broken the news. His face was a mask of practiced neutrality, but Maya saw the hesitation in his eyes, the slight tightening of his jaw. “We’re working on it,” he said, his voice softer than usual. “We’ll find a way to help you.” The words were hollow.

She left the office, the weight of the situation pressing down on her shoulders. Outside, the autumn wind rustled the leaves, a sound that usually brought her joy, now seemed to mock her. She thought about the single mother who worked three jobs to support her family, then suddenly thought about her. She felt like it was her. And she walked towards the campus cafeteria, and she felt a compelling urge to do something.

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