Wendylon, I vote for telling him why you prefer he doesn't go. Did you explain that you'll feel alone bc your other two kids are going out? If he ends up staying, make sure you do something special to celebrate so he doesn't feel as though he's missing out. If he says he would rather go with his friend, I would just wish him a good time and let him go.
