I'm trying to setup Logitech Dual Action gamepad with Pcsx2. Both Lilypad and SSSPSX recognize the gamepad and all the buttons respond on the testing. However when I run a game I get no respond from any button when using Lilypad, and with SSSPSX the only respond I get is from the left analog stick X axis(With left, upper-left and lower-left all go upper-left; and right, upper-right and lower-right all going lower-right).

I tried testing it on both Pcsx2 0.9.6 and 1329 Beta with Lilypad svn 0.10.0, Lilypad 0.9.9 and SSSPSX Pressure Mod 1.7.0 plugins.
I have the latest driver for the gamepad.
I tested on Final Fantasy X and Metal Gear Solid 3 - both games working fine on all other aspects and with keyboard.

Any help would be kindly appreciated since some game mechanics are hard to do with a keyboard