Bring the water with the sugar to a boil. Add the lemon wedges and the needles of a sprig of rosemary and let them steep for a few minutes. Let cool, strain and add the lemon juice.
Pour into a glass carafe and add the second sprig of rosemary. Serve with ice cubes.