Yes, 32-bit will work fine.
You only get problems when going the other way. Some (mainly older) processors don't support 64-bit. Almost every desktop processor released in the last 12-13 years can support a 32-bit OS. Windows 2000 was 32-bit and Windows 98 had the option of 32-bit.