Well, are you sure you installed Ubuntu for 32bit? Maybe you have installed Ubuntu for 64 bit and then you also need the Qt binaries for 64. Please make sure you have the right version downloaded!

I use Kubuntu 32bit with the last 4.6.3 without problems.