The email arrived like a sudden storm, scattering his carefully constructed world. Daniel felt the color drain from his face. The denial was a profound personal setback.

He went to the campus coffee shop. There, he saw a young man, a fellow applicant, nervously reviewing his own scholarship status. The man's face was pale, his hands were trembling.

Daniel, without hesitation, walked over and bought the man a coffee. “Here, this is on me," he said quietly. “It’s tough. We’ll get through it.”

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