"Stupid in Love" is a R&B power ballad. Instrumentation is provided by finger snapping, minor piano keys and piano riffs. The lyrics of the song revolve around a female protagonist who realizes that she needs to escape an abusive and adulterous boyfriend. "Stupid in Love" received a mixed to positive response from music critics. Some critics praised Rihanna's emotional delivery of the song whereas others criticized it as being overly dark.
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