The optical Stark effect is a tell-tale signature of coherent light--matter interaction in excitonic systems, wherein an irradiating light beam tunes exciton transition frequencies. Here we show that, when excitons are placed nanophotonic cavity, the can become highly nonlinear, exhibiting multivalued and hysteretic shifts that depend on history light. This multistable (MSE) arises from feedbac...