Horizontal scrolling is easier and more natural if you're using touch. The wide screen gives you lots of room to sweep your finger back and forth and "throw" the content if you want to. Horizontal touch scrolling also evokes the feeling of paging through a book.

Of course, if you're not using touch, then yes, I agree it feels a bit weird at first. It doesn't take that long to get used to though.