He was born in North Cave, in the county of York, the fourth child in the large family of James Story.
His father, a property-owner and keen amateur musician, composer and poet, died when his son was about ten years of age.
He began his career as a provincial journalist and became the sub-editor of Human Nature, a monthly periodical to which he contributed his first poems.
Returning to England, he worked for several years in the provincial press, part of this time on the Northampton Mercury.
These include biographies (The Life of John Linnell, William Ewart Gladstone and his Contemporaries, William Blake, his Life, Character and Genius, James Holmes and John Varley); local histories (Historical Legends of Northamptonshire, American Shrines in England); literary essays (Books that are the Hearts of Men, A Book of Vagrom Men and Vagrant Thoughts); popular science works (Wireless Telegraphy, The Story of Photography); history (The Building of the Empire); economics (The Martyrdom of Labour); travel (Swiss Life in Town and Country, North Wales); public school fiction (Boys of St. Elmos); romances (Only Half a Hero, Fifine) and poetry (The Northern Cross and Other Poems, The Trumpeter of the Dawn and Other Poems).