The main purpose of this correspondence is to demonstrate, through a counter-example, that, contrary to what was published recently in [1], the states belonging to the safe and unsafe subspaces of a single-unit resource allocation system (SU-RAS) might not be linearly separable. In addition, we identify a particular sub-class of SU-RAS for which the aforementioned property is guaranteed.