The answer to the question above is "They are happy that the horrible Caesar died so painfully" based on the Julius Caesar play. In this scene, Mark Antony brought Caesar's body in the middle of Brutus's speech about Caesar's tyranny to Rome's people. The crowd still bought Brutus's speech and felt that Rome is better without Caesar.
