We propose a stochastic model to explain the long time scale dynamics of Cytotoxic Antigen- experienced (AE) (memory) T Cell Clones. The clonal expansion is the result of a complex dynamical process in which the main actors are the acute and chronic antigenic stimuli, and the local environment created by the Cytokinic network in peripheral tissues. To describe the homeostasis, we introduce a size-landscape with several minima corresponding to the local quasi-equilibrium states of the clonal size. These states are reached under: i. the impulse of external acute stimuli which cause rapid jumps; ii. the chronic stress causing a slow diffusion; iii. physiological regulatory mechanisms. The chronic stress has a relevant role on long time scale dynamics via cross-reactivity and induced cytokinic activity during heterologous pathogen infection.