I want to be with those who know secret things or else alone.

A speaker expresses a preference for intimate companionship with people who possess hidden knowledge, and a willingness to choose solitude over superficial company.

The line suggests a desire for depth, mystery, and meaningful connection; if that cannot be found, the speaker would rather be alone than surrounded by people who feel uninteresting or inauthentic.