Scarlett Johansson on the cover of Elle Magazine November 2007. Johansson is naturally beautiful. As for her love life, Johansson has been dating Ryan Reynolds for the past few months now. Do you know who else is in love with Scarlett Johansson? Daniel Radcliffe, your Harry Potter boy wizard. Radcliffe told GQ magazine that he is ’slightly in love’ with Scarlett Johansson.