The news had just broken – their colleague, Ben, had lost his apartment in a fire. The office was abuzz with hushed whispers.

Chloe immediately thought of his easy smile and his unwavering positivity. It felt wrong to just carry on with the usual routine.

She started collecting donations. She didn’t want to ask anyone directly. She put a note up in the break room, and left it there for people to add to it.

Later, she baked a large batch of brownies and left them on his desk with a note offering her condolences.

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