Which person exactly are you descended from who you think Henry John Atkinson and Emma are the parents of?
Is it Ernest Alfred by any chance?
The 1881 census is the only one with any evidence of a child
Ernest A age 7 son
Perhaps they adopted him as 1911 census clearly states no children born and I don’t see a birth registration for him to check his mother was Hamilton