Ain't it amazin' how many blank stares you can see in this ol' world?
Check with a machine shop, where there are a bunch of lathe operators. Since the stuff commonly comes in 1" or 2" rolls of 100' or more, you might be able to scrounge a couple of feet. Or, they can tell you their source.
Machine-tool supply houses, the places with elaborate selections of lathe tools, carbide drill bits, etc. are good places to phone. I have found it as letter-sized, cloth-backed sheets.
Hope this helps,
Art
PS: Otherwise, the proverbial Dremel tool, with a felt wheel and jeweler's rouge...