(Not a Teacher)
You generally say that stuff when someone is doubting your stated intentions
or your will to go through with them. The statements typically come together for emphasis.
"I'm going to bring Texas Slim and his gang to justice"
"You aren't serious are you? All by yourself?"
"I mean what I say and say what I mean."