Named after her late aunt and her father's favorite sister, Julia Drusilla, Julia was born not long after Caligula married Caesonia (some sources have her being born on the same day as the marriage).
The order of events suggests that he did not want to marry until a child of his had already been born, a child who would be the purpose of the union.