The correct answer is: it celebrates a day when the French masses rose up against oppression.
During the Bastille Day, which was on July 14th, angry crowds broke into the Bastille prison which later led to the French Revolution in 1789.
The Bastille Prison by that time represented the oppression that King Louis XIV and his wife Marie Antoinette exerted over the French.