The quiet hum of the library created a somber atmosphere. Marcus saw Anya, his wife, poring over a dusty book. It was a dictionary for Swahili, her childhood language. The library was normally a place of comfort, but today, with her, it felt strained.

He'd always appreciated her culture, the richness of her background. He knew she had been learning the language, silently, on her own. He saw her struggle with the complex grammar. He knew how it must feel.

He walked over to her slowly, careful not to interrupt. He knew she was feeling vulnerable. He sat down beside her, opening a book and began to read, his attention entirely on his own book. He sat close, however, close enough for her to feel his presence, his silent support.

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