That height wasn't unduly short for that time.
In 1841 census for Liverpool there's a Joseph Stewart , a mariner, but apparently born c 1800, with Ann, similar age, and presumably his wife, with children Mary 15, Joseph 10, Elizabeth 2, and Robert 1. They're in Cunliffe Street.
Is that any help at all?