Depending where are you are on the Earth you may be upside down in relation to the solar system's plane. If you're watching the sunrise directly in front of you that means you're sideways. But in terms of the sheer size of the universe in practicality there is no up or down. And you would probably shit yourself if you could see the space below your feet..