In his attempt to put forward an empiricist version of structuralism, van Fraassen develops an approach to scientific representation and models which has been the object of several critiques. Here we cover the “Loss of Reality Objection”, namely, that reality itself would play no role in science if science could only refer to mathematical models. We examine and dismiss the solution offered by van Fraassen. Finally, we offer an alternative solution path.