Sorrento, Louisiana. Sorrento is a town in Ascension Parish, Louisiana, United States. The population was 1,227 at the 2000 census. By the 2010 census it had grown 14.2%, to 1,401 inhabitants. It is part of the Baton Rouge Metropolitan Statistical Area.