De Lugo chose not to seek re-election to the U.S. House in 1978 in order to pursue a bid for Governor of the United States Virgin Islands. De Lugo challenged incumbent Democratic Governor Juan Francisco Luis in the 1978 gubernatorial election. He lost the election.