The school librarian, Mrs. Davis, looked exactly the same. Even after all these years. Emily’s daughter, Olivia, had been assigned to her for third grade. Emily, a bookworm herself, had spent countless hours in that library.

A wave of protectiveness surged through her. She recalled the quiet space, the comforting scent of aged paper and leather. She remembered feeling lost within the vast collection. She wanted Olivia to love books, but she also wanted her to feel supported.

That evening, Emily made a special effort to read with Olivia. She chose one of her childhood favorites, the pages now worn and familiar. She read with a gentle voice, savoring each word, knowing she could help Olivia navigate her own stories.

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