Traversing uneven terrain with unexpected changes in ground height still poses a major challenge to walking stabilization of humanoid robots. A common approach to balance a biped in such situations is the control of the ground reaction forces at the feet. However, existing solutions for this direct force control scheme do not allow to integrate changing contact areas. Therefore, we propose an explicit formulation for the contact model in task-space. Furthermore, the dynamics of the center of mass is not considered in existing force control approaches. In this work, we present a method to realize contact forces by accelerating the center of mass within the force controller. We show the validity of our explicit contact model in simulation and real-world experiments with our humanoid robot LOLA. The integration of center of mass dynamics shows great reduction of upper-body inclination angles for a late contact experiment with 5.5 cm change in ground height. We consider our contact model as a starting point for future integration of sensor-based contact information.