I like to use vi-mode in the bash shell and prefer to use it for Henplus, too. After a bit of searching around, I found this solution:
Create a file ~/.inputrc
Add this line to it:
set editing-mode vi
It would be nice if there were a henplus property for vi/emacs mode. If not, it would be nice if the above instructions were on the documentation page.