The skin has a pronounced ability to adapt to physical changes in the environment by exhibiting plasticity at the cellular level. Transient mechanical deformations applied to the skin are accommodated without permanent changes to tissue structure. However, sustained physical stress induces long-lasting alterations in the skin, which are mediated by shifts in the fates of epidermal stem cells. To investigate this phenomenon, we implemented two-photon intravital imaging to capture the responses of epidermal cells when an acute mechanical force is applied to the live skin. We show that mechanical stress induces the formation of intracellular vesicles in epidermal stem cells, which are filled with extracellular fluid and gradually enlarge, causing the deformation of the cell nucleus. By lineage tracing analysis we demonstrate that the degree of nuclear deformation is linked to cell fate. Utilizing a fluorescent in vivo reporter, to capture intracellular calcium dynamics, we show that mechanical force induces a sustained increase in intracellular calcium within basal epidermal stem cells. Conditional deletion of Piezo1, a mechanosensitive ion channel, alters intracellular calcium dynamics and increases the number of stress vesicles in epidermal stem cells. Using a human skin xenograft model, we show that stress vesicles are a conserved phenomenon in mammalian skin. This study uncovers stress vesicles as key manifestations of the mechanism that regulates the fate of epidermal stem cells under conditions of mechanical stress, in which Piezo1 and calcium dynamics are also involved.