In this paper, we extend the popular Barndorff-Nielsen Shephard stochastic volatility model to the case of a pure-jump Ornstein-Uhlenbeck equation with non-vanishing stochastic mean-reversion level. Based on this setup, we derive representations for the squared VIX process and related VIX...