In this paper a computational agent model is presented that models dreaming based on internal simulation. Building blocks for this internal simulation are memory elements in the form of sensory representations and their associated emotions. In the model, under influence of associated feeling levels and mutual competition, some sensory representation states pop up in different dream episodes. The activation levels of both the feeling and the sensory representation states are regulated by control states. The model was evaluated by a number of simulation experiments for different scenarios.