I believe so. I have been with my girlfriend for two years now, and I can say I am very much in love with her.
As far as divorces go, I still believe that the two people involved in any divorce can still love each other, they just had differences that they could not overcome. For example, my parents got divorced almost three years ago. And yet they still tell each other frequently that they still love each other very much, they just had personalities that clashed with one another. Nothing wrong with it, it just happens sometimes.