statistics – Binomial distr. vs normal distr. (approximate)

Is there a specific reason as to why we don’t have to convert sample proportion to number of things with desired characteristics when using the normal distr. to approximate the binomial distr. ?

I guess the exact question is why does it is the mean of the sample prop. that equals to pop. proportion and not the mean of the number of things with desired characteristics?