"High society" is generally used to describe a segment of the population defined by wealth, status and influence that include both the financial and political spheres. The narrator clearly aspires to be at least peripherally connected to and respected by "high society" since its members represent everything that he was not, is not, and longs to be.
Answered Prayers: The Unfinished Novel