Cats purr when they are very sick or stressed. As cat lovers, we live for the pleasure of hearing our babies purr. But, once in a great while it has another very alarming significance. It's a warning to run to the nearest emergency vet as fast as you are able to. Cats will purr when they are in extreme pain. One example of this is a cat in labour, she will purr.