No, they could just be making a sweeping generalization (fallacy) and not have any intention of being racist or negative. I try not to take things personally, and get really bothered when people nitpick my words and counter everything I say.
I think of them more as illogical/stupid rather than racist. Unless they actually are racist, they might just be assuming that all people who are (insert race/group here) fit their stereotypes.