I had the exact same problem. Its your front shocks not absorbing the impact right from the bumps. I put a 2 inch lift on and it fixed everything. Actually my pathfinder handles 10 times better now. I used Rancho quicklift for my front.
2005 2WD. 144,000 miles. When I hit large bumps on the ...