Well, it certainly could, but that would only make sense if you were subconsciously attracted to the male ESTJ. If you aren't, then it shouldn't make any difference.
Also, do the two of them have the same mannerisms and personality outwardly? They might have intrinsics other than type that make one less likable, and one more likable. If you try picturing each of them as the opposite gender, do you find your feelings for them reversed?
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