The photoluminescence (PL) spectra of Ar + -ion irradiated single crystals of SrTiO3 (STO) excited by 325 nm line of a He-Cd laser are compared with those of pristine crystals, epitaxial films and amorphous layers of STO at several temperatures down to 20 K. The 550 eV Ar + -beam irradiation activates distinctly visible three PL peaks; blue (∼430 nm), green (∼550 nm), and infra-red (∼820 nm) at room temperature making the photoluminescence multi-colored. The abrupt changes in PL properties below ≈100 K are discussed in relation with the antiferrodistortive structural phase transition in SrTiO3 from cubic-to-tetragonal symmetry which makes it a direct bandgap semiconductor. The photoluminescence spectra are also tuned by electrostatic gate field in a field-effect transistor geometry. At 20 K, we observed a maximum increase of ∼20% in PL intensity under back gating of SrTiO3.