He pointed in the direction of a beautiful firework that was just launched. It was New Years Eve so it meant that fireworks were going to be launched all over Yokohama along with a fun festival to go to as well. Dazai being the amazing friend he is, invited you to go with him to run around the festival to celebrate and watch the fireworks. He perhaps invited you because he liked you.