running gear of the first electric locomotives were an evolution of the steam locomotives, just with an electric motor replacing all the steam generation equipment.

Image from the 1922 Locomotive Cyclopedia of American Practice which is now in the public domain

http://forums.steves-digicams.com/olympus-dslr/192716-more-locomotives-gearheads.html#b