No. Notes and your agreement are only available during a relationship. Once a relationship ends, they will become unavailable. If you start a new relationship, all previous notes will become available (even if the relationship is with a different person).
It is recommended to copy/paste the notes from your account prior to the end of a relationship if you wish to view them at a later time.