A shrug is a literal movement of the shoulders to express dismissal. An inward shrug suggests that the movement wasn't literal but rather mental.

A shrug is a gesture whereby a person lifts both shoulders, perhaps accompanied by lifting of the hands and/or an appropriate facial expression. The gesture means "I don't know" or "I don't care". The shoulders might roll backwards when lifted or slightly inward.