The email, with its curt, impersonal language, confirmed the rumors. The university had accused Michael of plagiarism. I reread it, my stomach churning.

My hands began to sweat. I felt a surge of protectiveness, a fierce desire to shield him from the storm he was about to face. I thought of the countless hours he spent hunched over his books, the sacrifices he had made. The injustice of it all felt deeply personal.

I felt a sudden need to check on him. I went to his dorm room, my heart pounding. His door was slightly ajar. I pushed it open and found him sitting on his bed.

“Hey,” I said, my voice barely a whisper. He looked up, his face pale. I understood instantly.

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