Probability distribution tells us about the likelihood of certain possible outcomes for an event.
For instance, let's say a bag has 5 apples and 2 oranges, using common sense, if you were to pick a fruit from the bag randomly, it's more likely that you will pick up an apple.
A probability distribution for the above case will represent a higher chance for the apple to be picked up.