 Thrower was born in Surry Hills in Sydney and was raised in the Shoalhaven district on the South Coast before returning to Sydney to attend high school.He intended to study law, but due to his family's financial situation instead apprenticed as a furniture and cabinet maker.He joined the Furniture Trades Union, and served as its president for several years.