Yes! Details for unlocking this are in the Walkthrough file included with the game. So far, all of the characters in the story are potential love interests.
Thank you so much for confirming this because he is easily the hottest choice in my eyes, and there's nothing worse than being teased and taunted without a guaranteed direction. :)
