Amino acids and peptides generally exhibit zwitterionic forms with salt bridge (SB) structures in solution but charge-solvated (CS) motifs in the gas phase. Here, we report a study of non-covalent complexes of the protonated amino acid arginine, ArgH+(H2O)n (n = 1-5), produced in the gas phase from an aqueous solution with a controlled number of retained water molecules. These complexes were probed by cold ion spectroscopy and treated by quantum chemistry. The spectroscopic changes induced upon gradual dehydration of arginine were assigned by structural calculations to the transition from SB to CS geometries. SB conformers appear to be present for the complexes with as few as 3 retained water molecules, although energetically CS structures should become prevailing already for ArgH+ with 7-8 water molecules. We attribute the revealed kinetic trapping of arginine in native-like zwitterionic forms to evaporative cooling of the hydrated complexes to as low as below 200 K.