The answer is yes. It is perfectly okay to eat fertilized eggs. Also, as mentioned in the previous paragraphs, once the fertilized egg is stored inside the fridge, the embryo no longer undergoes any change or development. Rest assured that you can eat your fertilized chicken eggs just fine like the unfertilized ones.