The sun streaming through the windows of the art gallery highlighted the dust motes dancing in the air. "Don't worry, you'll love it there," the manager, Ms. Evans, said, patting my arm. I was being transferred to the event planning team. I watched her look at the empty space on the wall where my favorite piece used to hang. I knew she loved the artwork.

“I was hoping I could help with one more thing before I go," I said. "Perhaps some maintenance?” I knew she was behind on her paperwork.

She looked up at me with a grateful look. I spent the next hour cleaning the frames of the paintings, carefully dusting each piece. I also changed the bulbs in the spotlights, ensuring that they illuminated the art. I knew this wouldn't completely solve the issue, but it was something.

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