A rise in unemployment doesn't mean a rise in people without jobs. In means that more people are LOOKING for jobs. To qualify as unemployed, you need to be looking for a job. So a stay-at-home mom, for example, doesn't affect the unemployment rate. They just don't count her.
This a good sign for the economy because if more people are looking for jobs, it means they are feeling better about their chances of getting one.