Perhaps instead of worrying about this as a gender issue, perhaps consider:
...what is good and bad about empathy itself, and just worry about finding that wherever it is you're looking. Just because one has "more", doesn't mean it's the case on an individual basis or all the other qualities of it you're looking for in that person. More of a "bad thing" (unwanted) is still bad (unwanted). Sheesh.