I've added filtered water to a few drams to taste the difference and found that, of the few I've tried in my limited experience, I liked it better without water added. That's just me. Add water, don't add water, to each his/her own.
I read somewhere that if you're going to add water, it should be distilled water. Maybe some of you that have more expertise can tell me if that's right or wrong.