(Evan can’t answer)
I’ve noticed in a couple games that I’ll find a magical catalyst outside of the room with the alchemy pot, and sometimes I’ll also discover a hidden secret room with an extra alchemy pot and usually two bonus energy crystals in it.
Is it implied that when you find a loose catalyst there is probably also an alchemy pot room in that level?
Try the potion of purity.