What was the husband's occupation?
I can only find one Emily Jones of the right age but she's married to an Evan Jones, an ironmonger - 1901 - RG13/5153/72/30.
On the census return, the name Evan has been written over the original entry but I can't read what that was.
There are no children living with the couple.