Pin-up, idol (5-5)
I believe the answer is:
heart-throb
(Other definitions for heart-throb that I've seen before include "One inciting romantic feelings" , "Male object of infatuation" , "Person inspiring romantic thoughts" , "Subject of infatuation" , "Desired male" .)