I forgot to add I did change the speaker from 2 ohm to 4 ohm by running a wire between the positive and negative terminals on the speaker. This kept the speaker running within it's rated power window that matches amp output.
I'm hoping that you either misspoke, were unclear, or that I'm misinterpreting what you did. If you truly ran a wire between the positive and negative terminals of a standard subwoofer, you are in effect presenting a fully shorted condition to your amp, and it will have pretty....umm... dramatic results to say the least.
If you have a dual voice coil subwoofer with two sets of input terminals, then yes, you can wire the two voice coils in series to double the impedance from 2ohms to 4ohms by connecting the positive of one voice coil to the negative of the other, and then connecting the remaining appropriate terminals to an amp designed to drive 4 ohm loads. Is this what you meant, and is this the diagram you were refering to?