I think that it definitely would be traumatizing for the one witnessing it, and he/she'd probably carry that with him throughout his life - and the victim might suppress the memories and not remember anything at all.

I can imagine a lot of feelings of guilt and blaming yourself if you witness something like that, which I think wouldn't be that different from the way that victims blame themselves.