 Gillett was born in 1899 in the town of York to Frederick Charles Gillett and Ada Mary (née Hussey).He was educated at state schools in Pingelly and Claremont, before completing his education at Scotch College.He completed a Bachelor of Arts at the University of Western Australia, and in 1921 was president of the student guild.