Born to a priest, Cervin graduated in law from the University of Lund in 1914, and the same year began to work as a clerk in the Göta Court of Appeal.
Cervin, who was raised by a priest, went on to earn his law degree from the University of Lund in 1914. He then began his career as a court clerk at the Göta Court of Appeal that same year.