It's not just foreigner either, you'll get a similar level of interaction with someone who speaks very unaccented Mandarin coming to an area where people normally speak a different language (there's dozens in China) and don't speak Mandarin nearly as fluently.

Sort of like mocking hick accents in the US, real funny until you're talking with someone who actually has a hick accents, and then it's just kinda mean.