Maybe your company just found a way to select really nice people for you to work with. There are co workers that are a thorn in the flesh of their colleagues. Even when you are friendly and mind your business, they would still look for your trouble.
The best thing for you to do in such situation is to report those troublesome coworkers to the management and they will take care of them.