Hi Julius,
if you select the event that you want to target, you should be able to access data from this event. You will find the fields that you defined when creating your event/api call by selecting Transactional event > Event context.
This means that you can leverage the same content, including enriched data, that was used the first time the event was sent, to create a personalized friendly reminder.
Regards
David