Will painful gums permanently damage me if I don't get treatment? Does it just go away?

Depends on why. Many causes for gum pain. Is it just around one tooth? Is it all of your gums? Do they bleed? Are you taking medication? What's your age? All these factor into answering your question. See your doctor or dentist for appropriate treatment.