While deploying a blimp into the atmosphere the tether holding it travels vertically (lengthens) from the base anchor. To study the dynamics and stability of this motion, the tether is modeled as a geometrically exact (GE) beam and the blimp as a rigid body. Our study shows how the stability of lengthening tether is affected by large initial perturbations and aerodynamic forces on the blimp.