Yeah, J-Drama dosen't focus too much on romance. They produce a lot of diverse genres like Comedy, Family, Weird Stories, Decetives and lot more. So there aren't plenty of J-Dramas that focuses too much on romance.
I know one J-Drama that focuses on romance is Itazura na Kiss.