let me guess, you had a BMX and you think the proper way to work on a bike is to flip it over onto the saddle and bars. It's a bad habit. Stoppit.
As for an answer to your question, how about laying it on grass, or wrapping your bar tape around it a few times, or plastidip the whole thing, or glue packing peanuts to them, or...