Eosinophilic inclusions are intracellular accumulations that stain positively with eosin, a red dye used in histological techniques. These inclusions are typically composed of proteins and can be observed in various cell types under a microscope. They appear as bright pink or red structures due to their affinity for the acidic dye eosin.