The sunlight streaming through the window seemed harsh as Clara stared at the document. Her eyes scanned the foreign words, the complex medical jargon. It was someone else’s life, filled with symptoms, procedures, and anxieties. A world she wasn't supposed to see. A shiver ran down her spine.

She envisioned the person, maybe a frail elderly man, maybe a young woman, someone who was now vulnerable. Her heart ached for this unknown person.

"This is wrong," Clara whispered, feeling a pressure behind her eyes. She imagined the pain the person must be going through. She knew she had to report the mistake immediately.

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