How do I get over the fact that if a girl gives me her number or if she agrees to go on a date with me that its because she likes me and not because shes being nice?

I have a girl I want to ask out but I've been getting mixed responses from her when I've dropped hints that I like her.

I feel like if I ask her out she'll just agree to be nice and not because shes fully attracted to me.