The news washed over Eloise like a cold wave. Her manuscript, rejected by the publishing house she’d longed to be a part of. She thought of the editor, a human being, making difficult choices. Her heart ached for the countless writers whose work was also turned down.

She pulled out a box of old photographs. She remembered the day she lost her dog, the empty silence in the house. She looked at her daughter’s artwork. She spent the afternoon, cleaning the house, a chore usually reserved for weekends, while her daughter played.

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