The reason Maul says "He will avenge us" is in reference to the destruction of the Emperor and the Empire. Maul was left for dead by Palpatine in the Phantom Menace. Palpatine acquired a new apprentice, Count Dooku. After Maul and his brother take control of the planet Mandalore, Darth Sidious (Palpatine) travels to…