That Funny Feeling is a 1965 American romantic comedy film starring Sandra Dee, Bobby Darin, and Donald O'Connor.This was the third film pairing of Dee and then-husband Darin, following 1961's Come September and 1962's If a Man Answers. It was the second film that O'Connor and Kathleen Freeman (who played a lady in a telephone booth) made together, the first being Singin' in the Rain.