"(my guitar has the low E on the top and the high E on the bottom)."
I wonder if it's because tab usually has "low" strings on the bottom, like in sheet music (lower pitches are at the bottom) and when we (guitarists) are playing chords with melody notes in them (bluegrass, jazz), we talk about the melody notes being on "top".