To "Drop the soap" is to accidently, or absent mindedly, put yourself in a vulnerable position. Derived from the idea that in a prison shower, if you were to drop the soap, and bend over to pick it up, you would expose your anus to rape.
Drop the soap definition by Urban Dictionary
