What is a word that captures the *desire* to empathize?

Solicitude is the nearest I can think of.

Solicitude: the quality of caring about other people's comfort, safety, and how they feel.

Example: I'm touched by your solicitude.


[Cambridge English Dictionary]

As a quality of another quality, it may fit your question.