The essay was a featured article on the school's alumni website. Olivia stared at the screen, her stomach churning. The essay detailed her battle with an eating disorder. The words still felt too real, too raw.

She thought about the prospective students, reading her story, their own struggles likely simmering just below the surface. She felt a profound connection to their struggles, their vulnerability. She remembered how alone she'd felt, how desperate she was for understanding. An overwhelming urge to protect them, to guide them, surged through her, and she whispered a silent wish for their peace.

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