Clear experimental evidence is given that antiphase dynamics occurs in a multimode semiconductor laser with optical feedback. In particular, for fast chaotic oscillations obtained with weak optical feedback, the relative phases of modal intensity oscillations over the full frequency range up to the relaxation oscillation frequency are shown. Furthermore, it is illustrated that perfect in-phase dynamics of modal intensities appears at the relaxation oscillation frequency, while partial antiphase dynamics occurs at lower frequencies.