Gaining muscle under fat makes you look even fatter?

Is it true that..lets say like if you do squats for your legs. are you just going to gain muscle under fat, or will your fat tighten into muscle?? i also wanna lose arm flab but im scared that if i do weights that my arms will get more muscle but still have that coating of fat that would make me look even bigger. So does the fat go away or what