Why is guitar notation written an octave higher than the actual sound produced by the guitar? I have just noticed this (I'm a beginner). The high E string is actually tuned to the first E above middle C, but it is always taken for granted in sheet music that the open string corresponds to the second E above middle C.

Why?

Thanks!