Police say Michael Hilling, of Rock, Michigan, was trying to retrieve a water bottle his girlfriend dropped in the lake near Buckingham Fountain.
Hilling began struggling and went underwater. A Chicago Fire Department scuba team pulled him out.
He was rushed to Northwestern Memorial Hospital and was later pronounced dead.
Hilling and his girlfriend were celebrating their one-year anniversary.