We prove that the existence of positively expansive measures for continuous maps on compact metric spaces implies the existence of e > 0 and a sequence of (m, e)-separated sets whose cardinalities go to infinite as m . .. We then prove that maps exhibiting such a constant e and the positively expansive maps share some properties.