The attitude, "take the problem professionally not personally" is based on the fact that many difficult people are out to get you.

Take Professionally

Adopting a serious and committed approach towards one's career or work responsibilities.

Difficult People

Difficult People are individuals whose behavior or personality traits make interactions challenging and often lead to conflict or stress.

Not Personally

An approach or reaction that is detached from personal feelings or emotions, typically in a professional context.