Romance and Horror?!? No. (Spoilers)
There was definitely no romance in this film. It was some sort of misguided, convoluted relationship between two deranged people. I don't think of this as a horror movie either, not even when taking the last 15 minutes into consideration.
This was a B movie at best, with the last 15 minutes explaining what the rest of the movie was about and then, come to find out, it didn't really happen because the person who was supposed to be alive had died seven years ago. The person didn't come back as a ghost, just the figment of the man's daydream, which we basically saw in the acclaimed "Vanilla Sky," a movie worth watching. This one wasn't.