Brutus chooses to kill himself at Philippi because to ancient Romans, it was an honorable way to die if it helped one avoid defeat and humiliation. Option D is correct.
In Ancient Rome, killing himself was considered an honorable alternative to being humiliated by the enemy. Brutus and Cassius were reluctant to be captured by Antony and Octavius, so they marched in triumph through Rome.