The old, battered suitcase hidden in the attic. The crumbling, handwritten notes detailing stock investments. It wasn't until after her passing that the truth about Mrs. Hawthorne emerged. She had lived a frugal existence, always wearing the same clothes, always complaining about her limited pension.

The discovery of her vast wealth after her death made me almost physically ill. She had been so lonely, and yet so… guarded. She never spoke of the past.

The image of her, shuffling through the grocery store with her worn shopping bag, played over and over in my mind. I decided to start volunteering at the local senior center, in her memory, and to give some comfort to those who needed 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