I use a spirit level about 30Cm long which obviously has a machined face and stick a length of low tack masking tape to the level and another piece of low tack tape stuck to the sanding paper then super glue the two bits of masking tape together.
Use a fairly fine grit and only use the weight of the level you don't need to lean on it at all.