Generally, straight up/down. But like @Duffer there are times that it visually makes sense to glue it on a slope. There is a lot of rock space that is not horizontal space.
Also there are times when I am trimming/fragging that I glue the piece "laying down" on the tile. It has a larger surface area getting light that way and seems to launch a little faster that way.