Sake is added to the sauce to give it umami and flavor. If you leave it out, you will just have sweet soy sauce. For those of you who are concerned about the alcohol in sake: ethanol has a lower boiling point than water, so the alcohol in the sake will evaporate in the same way that the alcohol in soy sauce (soy sauce contains 2-3% alcohol) will evaporate when you cook it.