You can take unhatched eggs out of the incubator safely after the hatching period is over, which is usually 48 hours after the first chick hatches. Handle these eggs with care and dispose of them properly. There are people who choose to look at these eggs to figure out why they did not hatch, which can help with future attempts to hatch. Just know that if you decide to open them, they will smell bad.