Is it normal to feel invisible

So I'm extremely shy, and I only feel confident enough to stand up for myself when extremely mad. Whenever I speak, I usually get ignored or cut off, or when I talk, it's not ok, but when someone else does it's completely ok. I get stepped on (mainly feet) and get pushed (a lot). Is it normal to feel (somewhat) invisible?