Happiness, Joy, and the Cross

You pursue the things you think will make you happy. But it doesn't last. 

Chasing happiness doesn't work. But joy is different. You don't have to get what you want to experience joy - and it can last!

Why does Christ say "pick up your cross and follow me?" It wont necessarily make you happy, but it leads to joy!