The Elephant's Memory

The joke plays on the common saying 'elephants never forget' and juxtaposes it with a statement about how women supposedly react to compliments and insults. It's a bit of a cynical observation, implying that women are more likely to remember insults than compliments, then makes a funny comparison to elephants. The humor comes from the unexpected turn and the slightly negative stereotype.