Can anxiety go away on its own?

If you’ve gotten anxiety from medication, is it possible for it to go away on its own once you stop taking it?

I’ve had anxiety for about 2 weeks for medicine that my doctor increased. Feeling confused, dizzy, no appetite, headache, feeling scared etc. I’m just curious, should I go get extra help?, because I’m not feeling like my regular self