This would actually let you read code strictly left-to-right (even though English speakers would be tempted to think of it as right-to-left) - when you read through functional programs, you end up reading a lot of the code right-to-left, due to function application, to see the order that code is actually executed. In postfix, the order objects/functions are written is the order they're executed.
Continuing along the lines of the post, a more Japanese programming language would also have named arguments (particles), and if it was object oriented, you wouldn't need to type 'this'/'self', since subject can be implied by context (well, it's really the direct object - the computer is the subject).