“This is awful,” Sarah whispered, her voice barely audible. The diagnosis hung heavy in the air. Both she and Daniel had been recently diagnosed with the same rare autoimmune condition, and they found themselves in the same support group. Daniel remembered the shock, the denial, the sheer frustration. He saw the raw fear in Sarah's eyes, mirroring his own initial reaction. He had learned to navigate the bureaucratic maze of insurance. He knew some good doctors and the tricks to stay positive. He reached out to her, offering her a copy of his cheat sheet.

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