 Bernet was born in Brant, New York, on February 9, 1868, to Bernard and Emma Greene Bernet.John's father, Bernard, had emigrated from Switzerland and had taken up the blacksmithing trade.After a public school education, John entered an apprenticeship at his father's blacksmith shop, but John was not able to perform the craft as well as his father had hoped.