This figure of speech has several uses. It can mean that you experienced enough of something: ‘Give me a break. He is always late when there is a lot of work to do.’ It can be used when things don’t get the desired result: ‘The client didn’t accept our offer.’ You might reply, ‘Give me a break. We worked hard on that proposal.’