The harsh fluorescent lights of the professor's office seemed to amplify the silence. Maya stared at the paper in her hands, the big red 'C' a brand on her hopes. Across the desk, Liam, a fellow student, slumped, his face buried in his hands. He'd poured weeks into that project.

Maya felt her own throat tighten, a pang in her chest mirroring the other student's obvious pain. She took a slow breath, trying to push down the rising anxiety she felt about her own performance in the class.

"Hey," Maya began, her voice quiet. "Maybe... maybe he's open to feedback on how to improve. We could ask together?" A gentle, encouraging nudge toward an impossible situation.

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