After entering the illusion, look directly to the left to obtain a purple item.
Walk forward a few steps to find a save point (note that you cannot teleport using this save point). There is also a Memory Flower and another item ahead.
Pick up the Memory Flower #1 from "Xuan Li" ahead.

