The harsh fluorescent lights of the hospital waiting room seemed to amplify the already unbearable silence. David’s brother, Michael, had explained his intention to become a Muslim just hours before his heart surgery. David’s palms were slick with sweat. He kept replaying their last argument about politics in his head. He knew the operation was dangerous, the odds were stacked. He leaned forward, catching Michael’s eye. He offered a small, tentative smile, trying to convey a sense of calm. He desperately hoped he could.

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