Which foreign policy did warren g harding support when he used the phrase?

If you are referring to the phrase "return to normalcy", then he was supporting the idea of isolationism. During his election, he was one of the supporters of isolationism because he didn't want to have the United States participate in worldwide affairs after world war one. This was opposite to what Wilson supported since Wilson wanted them to join the League of Nations.