Not challenging your claim that East-on-top is common (since I have no idea), but: it's called the orient because oriens is Latin for rising, and the sun rises in the east. Many other languages also have a word for east based on their word for rising. For a cursory reading, check out the Wiki article on the etymology Orient: https://en.wikipedia.org/wiki/Orient#Etymology