One must be careful with these kinds of psychoacoustical questions because of cultural differences and sad minor keyed songs just being what you're used to, but if there is an explanation it may have ...
Much of our music, from classical to contemporary, is written in either a major or minor key (with exceptions, such as jazz, which uses neither). For most, a major key conjures up feelings of ...