The clatter of the cafeteria was a stark contrast to the quiet of the library. My transfer to the IT team meant a big change. I saw Mrs. Davies, the librarian, stacking books, her usual smile absent. She seemed to be having trouble carrying the books.

I approached her. "Need help?" I offered, picking up a heavy stack. She looked up, her eyes wide with surprise, and then a faint smile formed on her lips.

“Oh, that would be wonderful,” she said, her voice strained. As I carried books, I knew how much she loved the library and how much this transfer would affect her. I spent the next half hour helping her shelve books and organize the return cart. I couldn't erase her sadness, but maybe, just maybe, I could make it a little easier.

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