Even if your hunger bar is full, you can eat 10 more edible items.
Once you have eaten 10 more edible items, you will gain some positive and some negative effects. This includes:
Strength 3
Resistance 4
Saturation 2
Reduced jump
Slowed Movement
Hunger 2
Bad Luck