Why does my 3 year old little girl hate me?!?

I realize that most 3 year olds are seeking independence at this age.... but my daughter throws a tantrum so often that it scares my wife and me. We give her the most love a child could ask for, but her ego continues to battle me. We try to empathise with her and ask her to use her words, but it is only getting worse!:(