It wasn't love at first sight. It was deep affection that grew over time.
In her own world, Gu Jiao picked and chose until she found her love, then gave it to Guan Botu. He accepted it casually, but treasured it all the same. He just held the umbrella at the wrong angle, and after being exposed to wind and sun, that love faded away.