Many of the early drafts and outlines originally included them because they’re a huge part of the Sonic video game mythology But as they were re-writing, they decided it didn’t make sense to include the Chaos Emeralds and Super Sonic just yet, which was probably a good move.
Director Jeff Fowler previously touched on why Super Sonic and the Chaos Emeralds weren’t in the first movie.