I think there were more things pointing to simple jealousy, e.g. one of the earlier chapters mentions Alice was talking to the princess even when she was shunned by the other knights. To be honest it must kinda suck to lose your crush to a person that appeared literally out of thin air as an unexpected extra saint, I bet she thought she'll be in the clear
