Three former senior cricketers had proposed to the club’s executive committee that he be given the membership.
The 15-member ex-co comprises former cricketers, lawyers and other private sector professionals.
At a vote on the proposal, the chairman abstained, while there were seven votes against Aluthgamage.
It was also decided that the ex-minister should accompany a SSC member when ushering his children who are its youth members.