The Janata Dals Tripura unit has suspended three leaders from the primary membership of the party for six years for their alleged anti-party activities in the state. State Dal president Arun Bhaumik told reporters here yesterday he had suspended former general secretary Nikhil Debnath, former executive members, Naresh Chandra Datta and Subrata Bhoumik, under the directive of party Central leadership.