The stark white walls of the medical clinic were a familiar comfort to Dr. Anya, whose expertise was usually spent in surgery. Now, she was moving to the administrative office, a place of paperwork and procedures.

Her hands itched as she boxed her files. She loved her work, and she loved seeing the patients getting better.

She thought of the nurses and doctors she was leaving behind. She knew what it was like.

She paused, remembering the countless hours, the moments of intense pressure. She wanted to help them, too.

She made a mental note to get the administrative staff some coffee on her first day. They were going to need it.

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