The words on the screen blurred as he read the email again, the truth sinking in deeper each time. The scholarship was misallocated. Meant for someone else. He imagined the other student, the joy they must have felt at the good news, now replaced by disappointment. His throat constricted, and a wave of nausea washed over him.

He walked the familiar streets of the city, the bustling activity a stark contrast to his inner turmoil. The sun beat down, but he felt a coldness creeping into his bones. He knew he was the lucky one, but the victory tasted like ashes in his mouth. He thought about the family who needed this money.

He knew that the university's solution would not be enough. He went online, and created a GoFundMe, detailing the situation. He shared it with every social network he could find, and soon the GoFundMe was gaining momentum.

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