 Gilbert was born 2 June 1947 in Porsgrunn, Telemark, to a family of French Huguenot ancestry.His father Mads Fredrik Gilbert was an electrician, while his mother was a nurse.His family soon relocated to his grandmothers one bedroom apartment in Oslo and he grew up in the borough of Majorstua until the age of 10 and later in Lambertseter.