Stress granules, a type of cytoplasmic RNA granules in eukaryotic cells, are induced in response to various environmental stresses, including high temperature. However, how high temperatures induce the formation of these stress granules in plant cells is largely unknown. Here, we characterized the process of stress granule formation in Arabidopsis thaliana by combining live imaging and electron microscopy analysis. In seedlings grown at 22 °C, stress granule formation was induced at temperatures above a critical threshold level of 34 °C in the absence of transpiration. The threshold temperature was the same regardless of whether the seedlings were grown at 22 °C or 4 °C. High-resolution live imaging microscopy revealed that stress granule formation is not correlated with the sizes of pre-existing RNA processing bodies (P-bodies) but that the two structures often associated rapidly. Immunoelectron microscopy revealed a previously unidentified characteristic of the fine structures of Arabidopsis stress granules and P-bodies: the lack of ribosomes and the presence of characteristic electron-dense globular and filamentous structures. These results provide new insights into the universal nature of stress granules in eukaryotic cells.