I'm sorry that you don't know enough black men to know that what you are saying is not the case, also no one goes up to the person that is unattractive thinking "man this person is un-attractive but they could have the personality that i have been looking for all my life".
Because a person is not attracted to you does not mean that they must like big women, it may just mean that you are not the one for them.