My parents' dog absolutely FLIPS OUT when I play Spoon. Little kids are kind of like dogs, right??? (Kidding, kidding). Still, try Kill the Moonlight.
Seriously though, I suspect the whole dog-flipping-out-phenomena is due to the human-beatbox thing on "Stay Don't Go".