Caroline Amelia may not appear on the 1841 census, as she was baptised in August. But how about this, on the 1851? No husband Charles, but
Caroline Mannering, wife, 28, chairwoman, born 1823 Greenwich Kent
Amelia Mannering, daughter, 9, born 1842 Greenwich, Kent
Charles Mannering, son, 8, born 1843 Lambeth, Surrey
Emily Mannering, daughter, 7, born 1844 Bermondsey, Surrey
William Mannering, son, 4, born 1847 Lambeth, Surrey
Living at 2, Union Street, Clapham, Wandsworth, Surrey, England