The silence in the dorm room was deafening. Mark found his journal open, the pages slightly ruffled. His roommate, Sam, was fiddling with his phone, his face carefully neutral. A strange sense of protectiveness surged through Mark, a need to shield Sam from potential embarrassment.

He knew Sam's struggles—the relentless pressure from his parents, the self-doubt, the moments of utter despair. He could feel it. He approached him, not with anger, but with a question about the latest football game. A sense of peace settled in him, making him want to help.

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