This idiom or expression is about:

Supporting, believing in someone or something.
Defending or protecting someone, their ideas, their honor, their physical well-being, etc.

I’m tired of being a quiet observer. Starting today, I’m standing up for victims of violence and their rights!

Also see:
Taking a stand.