The Lost Generation takes place in a future time in an over-populated New York City, where multiple, unrelated families share apartment space, and there is no 'real' food available to the general public, only artificial versions of eggs, wheat and vegetables, etc. Babies born without government permission are frozen and only under extraordinary circumstances are thawed and given to the parents.