When was the last time you saw diamonds inside the blacksmith's chest? Can't remember? Exactly! It's extremely rare to find such a valuable loot in Minecraft these days.
After you spawn, head straight to coordinates 300 65 208. You'll find a small village there with a blacksmith. Check the treasure chest for: