So now you've successfully gone around, and have a moment to breathe. Assuming you needed the rollout capability for the weather, now what? The plane's on the ground. Follow the yaw bar and taxi off the runway.
What's more interesting, is what exactly the AP will do in this scenario. Will it automatically disconnect? I couldn't find any information.