Well, he is describing a situation that began as an aim and the desire to fulfill it. In this case, the unsatisfied desire was an aim. But not all unsatisfied desires become an aim, meaning that we may think of someone or something always and feel sad for the fact that we didn't achieve what we wanted but we are not willing to act or do something to change it.
RE: Memory is a bird by @mariandavp