People generally say that when a romantic couple is having problems. (Sometimes for other things, but mainly relationships.) For example: Person 1: "My wife usually kisses me when I go to work, but today she didn't even say bye!" Person 2: "Uh-oh, sounds like trouble in paradise."

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