Anabolic/androgenic steroids will not decrease the size of ones penis in any way - that is a total and complete myth. Now the usage/dosage of some anabolic/androgenic steroids may result in the temporary shrinkage of the testicles, but they will go back to their normal size upon cessation of the substances.