In a pan place the vinegar, water, salt, sugar and beets. Boil for a few minutes and let cool. Add the peeled eggs. If needed, add more water so that the eggs are fully covered. Chill for at least 4 hours, or up to 3 days. The longer they stay in the juice, the stronger the color and flavor will get.