The sterile smell of the hospital room intensified as Clara watched the doctor explain the treatment options to another patient. The patient’s eyes widened, her face draining of color. The news, the weight of it, was instantly familiar to Clara. They were both living with Porphyria, a rare genetic disorder. Clara remembered her own diagnosis, the initial fear and confusion. She saw her own reflection in the other woman’s bewildered expression. When the doctor left, Clara offered a small, hesitant smile and a glass of water.

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