Reimu says that her concern about the potion possibly being the cause of an incident was correct, and that what is happening to us now is indeed an incident. To say that the potion is unrelated to what's happening now contradicts that.
Therefore, the じゃない here is probably not intended as a negation, but as a way to emphasize or assert an opinion.