fall for
fall for {v.}, {slang}
1. To begin to like very much.
Dick fell for baseball when he was a little boy.
2. To begin to love (a boy or a girl.)
Helen was a very pretty girl and people were not surprised that Bill fell for her.
3. To believe (something told to fool you.)
Nell did not fall for Joe's story about being a jet pilot.
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Source: A Dictionary of American Idioms