So mass warps space. In what dimension(s)? The (two-dimesional) picture of a massive object acting like a steel ball on a rubber sheet is pretty, but it implies a third dimension into which the space is stretched - go back up to our space, and we need at least one more spacial dimension.
And if mass warps space "downwards" in that dimension, surely it can be warped upwards?