  We propose a model of sub-diffusion in which an external force is acting on a
particle at all times not only at the moment of jump. The implication of this
assumption is the dependence of the random trapping time on the force with the
dramatic change of particles behavior compared to the standard continuous time
random walk model. Constant force leads to the transition from non-ergodic
sub-diffusion to seemingly ergodic diffusive behavior. However, we show it
remains anomalous in a sense that the diffusion coefficient depends on the
force and the anomalous exponent. For the quadratic potential we find that the
anomalous exponent defines not only the speed of convergence but also the
stationary distribution which is different from standard Boltzmann equilibrium.
