Sprague was born in Bournemouth, to a father who was a train driver and a mother who worked in a cardboard box factory. His first work of art, in 1937, in response to the Guernica air raid in the Spanish Civil War, was a linocut made from linoleum torn from the kitchen floor. Printed on his mother's mangle, it was used on collecting sheets for Spain.