You can make a sanding block by cutting a small square of rigid foam or gluing a thin layer of cork to a wood block. Or you can buy a simple rubber sanding block at almost any hardware store ...

Wrap a piece of the softened 1,000-grit sandpaper around a thin, rubber sanding block if you're going to be working broad, flat surfaces. Otherwise, you can just fold the sandpaper in thirds.