In a recent Letter, Shirai and Sakumichi [Phys. Rev. Lett. 130, 148101 (2023), arXiv:2202.12483] presented a study focusing on the origin of a temperature-dependent negative contribution to the elastic modulus of hydrogels [Yoshikawa et al., Phys. Rev. X 11, 011045 (2021)]. The authors support their findings through an energy-related stiffness obtained from a single chain, with being the end-to-end distance of a random walk on a 3D lattice. It is argued that the parameter related to polymer-solvent interactions is positive, so the energy of an elongated state should be smaller than the energy of a more compact state. We believe that the analogy between and might have misled their claim that when .

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