Sadism is when someone gains pleasure (especially sexual pleasure) from inflicting pain, from torturing others, or from observing the suffering of others.
If you like sadism, then you enjoy hurting people for pleasure.
His sadism led him to attack strangers on the street, just to witness their fear.