That happens to me too, my Pc config is close to yours, what i do to fix that is just wait.
I click in the Tori icon, then it appears, i wait 30 / 10 seconds, and it opens normally.
I think that happen because of much processes your CPU is doing, try doing that:
CRLT + ALT + DEL and see how much Ram it takes to use Toribash.exe