The news seemed to suck the air from the room. Isabella felt a sudden, sharp pang in her heart as the details of the closure were shared. She pictured the small art studio tucked away in the corner of the campus, where she spent countless hours honing her craft. She thought of the older students who had poured their heart and soul into their studies.

She walked towards the art studio. There was a young woman with paint-stained hands staring at her almost finished painting. “Can I help you pack up your things? Or maybe just keep you company?” Isabella asked quietly.

She began organizing a campus-wide art sale to raise funds for students who needed assistance.

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