Sorry for being a bit late to this, but something I wanted to say was:
Hon, don't worry so much about how it makes other people feel, okay? You need to get out what's on your mind. It's part of being able to deal with it. *hugs*
And also... well, yes, feeling who you are inside is most often the strongest feeling, at times where you're suffering dysphoria, or at times where you feel out of place with things you should be doing/feeling/enjoying but just... don't. However, there are a whole mess of things that we all have to deal with which impose that "You are this" on you. Your body... the people around you, your experiences, memories, belief in people you thought knew more than you. Etc etc.
It's hard, damned hard sometimes, to isolate that voice inside yourself which is saying "I am me. And this is me."
A lot of times in life we don't feel different. Speaking personally, when things have happened in my life where gender didn't play a part, I never paid it much heed. And just felt "okay, I'm me. Big whoop". And that can happen for long periods of time.
You said it yourself, you wanted to be told who you were. And heck, if the whole world was telling you that you were female, then why wouldn't you be happy? I know I would be.
I'm not going to tell you who you are, sweetie, because that's not my call to make. But I can't help feeling from your post that a lot of what you're feeling is conditioning, based on what people have told you because of the way you were born, and how much stock you wanted to place in people telling you who you are so you don't have to figure it out for yourself. Maybe... well, maybe these feelings you're having are associations with the you that felt most comfortable, the you that you believed everyone else's view of you with. The mind is a funny place sometimes, and we instinctively revert back to the path of least resistance sometimes, because it's easier to deal with.
Doesn't mean it's who you are.
*hugs*
I wish you the best in trying to figure things out, sweetie.