Start with a light story from when you guys were younger, then connect it to the fact that you guys are still so close.
From there, you can tell him about how you've come to find feelings for him that you never imagined.
Include inside jokes and make it feel right to be in love.
You should end it with a quick joke you two say a lot. It will make it feel like you guys are close.