yes you do. I have a GT and I had that very connector out when I re-did my fuel pump wiring.

they use crappy 18guage wiring.

if you look in the trunk, lift up the carpet, its not as far back as the fuel pump, but when you lift up the carpet you will see it on the right hand side about halfway back