"Punching down" is also slang for verbally attacking or making a joke at the expense of someone who is below you in terms of wealth, privilege, social status, or political power. For example, a rich person making fun of the poor, a person in the majority mocking minorities, etc.
The opposite, whereby someone without status or privilege mocks someone in power, is called "punching up."