Sparks inside the microwave can be caused by various factors, including the presence of metallic objects or foil, a damaged waveguide cover, or a malfunctioning magnetron. Make sure to remove any metal items from the microwave and inspect the waveguide cover for signs of damage or burning. If the issue persists, it’s advisable to seek professional repair services.