I think it refers to the shape, more of a satchel. I have the Marc Jacobs Tere, and it is large and square shaped. The east/west bag from the same line is lower in height but I think just as long.
Yeah, it just means that the bag is oriented horizontally as opposed to vertically.
Like this:
As opposed to this:
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