Hi ChrisVi Congrats on your new tractor as well!
Yup, mine does the same. I believe it's what you think it is, an electric fuel supply pump that pressurizes the common rail to send fuel to the electronic injectors. I'm sure someone here can tell you if that's exactly right or not.
Thanks...