Bonus chest, village chests, broken nether portal chests are empty

When I start a new world, I set the bonus chest toggle on. However, when the game starts and I open the bonus chest, there are no items inside for me to take.

Next, whenever I came across a village or a broken nether portal, and tried to loot the chests. The chests are empty when I know I just came across them.