I had this woman who was constantly calling me to get things done for her, and when I was not picking, she thought I was selfish and mean.

This is the problem I have with people, if you are always turning up for them and somehow you said no for one day, they will despise you for it, they wont even think about the good things you have done for them or what you may be going through that made it impossible for you to help them.