Low-energy dipole excitations in neon isotopes and N = 16 isotones are calculated with a fully consistent axially-symmetric-deformed quasiparticle random phase approximation (QRPA) approach based on Hartree-Fock-Bogolyubov (HFB) states. The same Gogny D1S effective force has been used both in HFB and QRPA calculations. The microscopical structure of these low-lying resonances, as well as the behavior of proton and neutron transition densities, are investigated in order to determine the isoscalar or isovector nature of the excitations. It is found that the N = 16 isotones 24 O, 26 Ne, 28 Mg, and 30 Si are characterized by a similar behavior. The occupation of the 2s 1/2 neutron orbit turns out to be crucial, leading to nontrivial transition densities and to small but finite collectivity. Some low-lying dipole excitations of 28 Ne and 30 Ne, characterized by transitions involving the ν1d 3/2 state, present a more collective behavior and isoscalar transition densities. A collective proton low-lying excitation is identified in the 18 Ne nucleus.