There's a million and one ways to control dreams. Have your lover pinch your fingers slightly and then your toes.

Each finger pinch and toe pinch will drastically alter your dream each time.

The dream is basically a quantum computer of your mind remember/recording and logging all the daily activities and going through some old data/stuff incase it didn't have time to before.