The ride won't be pleasant, but you'll be OK if the pack is decent. I've carried around 50 pounds in backpacks on bikes and not had any problems. Groceries add up to a lot of weight. Keep in mind that the twisting you need to do to see traffic is going to be slower and more difficult, so move slowly and anticipate what you'll need to do.