play cat and mouse with
play cat and mouse with {v. phr.}
To tease or fool (someone) by pretending to let him go free and then catching him again.
Joe's uncle had fun playing cat and mouse with him.
The policeman decided to play cat and mouse when he saw the woman steal the dress in the store.
Categories:
Source: A Dictionary of American Idioms