I Want to Be in Love features Jennifer Aniston at a party interspersed with Etheridge singing the song under a pier. Jennifer is approached by a man who wants to dance with her, but Tammy Lynn Michaels, Etheridge's partner, takes her to dance with other women. In the end, Aniston's man arrives at the party and joins her.

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