The small, cluttered office of Ms. Rodriguez, the librarian, was devoid of her presence. Just a note. “Off to new adventures.” And that was it. No explanation, no opportunity to say thank you. For Liam, it was a sudden loss. Ms. Rodriguez had always been there to foster his love of books.

He went to the library, her domain. He picked out some new children's books, books he knew she would have loved. He arranged them on the shelves, feeling a sense of connection.

He then started running a reading club for the younger kids, just as Ms. Rodriguez had. He told the kids the stories he learned from her. He smiled, and knew that the librarian’s spirit lived on.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444