The letter arrived on a Tuesday. The subject line was succinct: “Scholarship Adjustment.” His breath hitched as he opened it, and read the cold, clinical language detailing the error. The scholarship, the financial safety net he had come to rely on, wasn’t his to begin with. He felt a deep, twisting ache in his chest. He imagined someone, somewhere, who had hoped and waited and deserved this.

He wandered the campus, avoiding eye contact, feeling the weight of the lie he had been living. The laughter of other students grated on his nerves. He felt exposed, ashamed. The beautiful weather offered no comfort, only served to highlight his internal turmoil.

He sought out the university's financial aid office, hoping to learn more about the other applicant. The office, however, was unable to provide that information. But they gave him some phone numbers to reach out to other scholarship programs, and he began making calls, advocating for a second chance for someone.

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