Hard boil the eggs. Let cool and remove shells.

In a large bowl, combine the juice from the red beet can and enough water to equal 3 cups of fluid. (about 2C water) Add the vinegar and sugar. Stir to dissolve the sugar. Put the eggs in the fluid and lay the red beet slices over top the eggs to keep them down in fluid. Cover with aluminum foil and refrigerate overnight.