For others who are looking too, I'm also having a lot of luck with finding picture books that have longer more involved story lines, some as long as a chapter in a chapter book. Picture books have really blossomed in the last couple of decades!

I don't try to be too selective at the library, I just get stacks and stacks and then preview them before I read them to her.