It could be for maror that the lashon “asher kidishanu ..al achilas maror” is thanking hashem for the original mitzvah of maror that was the makor for the takanah which we have today.
This could also be a reason for the lashon “al achilas” and not “lechol maror” since we are not actually now doing the mitzva.