Have you tried placing a speaker at the seating position, playing a bass tune and crawling around the normal speaker placement area? Wherever the bass is strongest is where you should place your speakers -- approximately.
You mentioned that your room is sound optimised, so the solution must be in speaker (and seat) placement!