The smell of old books and leather always brought back a wave of memories for Mark. He built a vast library over the years. His daughter, Emily, had always loved to read, but now she was obsessed. She was cataloging his collection, organizing it, reading everything she could get her hands on, and leaving sticky notes with her interpretations on the margins. He knew the loneliness that reading could sometimes bring, and the joy of finding a like-minded person to share your passion with. He found himself buying her copies of his favorite books, knowing she would appreciate them. He thought, "Maybe she won't be as lonely as I was."

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