The theme of "Harlem Night Song" by Langston Hughes is the vibrancy and energy of the Harlem neighborhood at night, as well as the sense of hope and resilience of its residents despite facing adversity and inequality. The poem celebrates the cultural richness and spirit of the African American community in Harlem.