Hope is both the earliest and the most indispensable virtue inherent in the state of being alive. If life is to be sustained hope must remain, even where confidence is wounded, trust impaired.
We will not "forget" so as to be able to rejoice; we will rejoice and therefore let those memories (of wrongs suffered) slip out of our minds!