The story
An allusion to a cake being decorated on top with one or more cherries.
Etymology from Wiktionary, CC BY-SA 4.0.
cherry on top
cher·ry on topToday it means: Synonym of icing on the cake (“a thing which intensifies the appreciation of something already good, or (ironic) the regretting of something already bad”). Full definition →