Using high-quality imaging and photometry from the JWST PRIMER Survey (PI: Dunlop), I selected large samples of quiescent galaxies over a wide stellar mass and redshift range to investigate whether or not low-mass quiescent galaxies are morphologically different to their higher mass counterparts. In this paper, I find that at all redshifts, low-mass quiescent galaxies are more disk-like than high-mass quiescent galaxies, and possess a shallower size-mass relation, more consistent with the star-forming relation over the same stellar-mass range.