Compared to electrons, holes in InAs quantum dots have a significantly weaker hyperfine interaction that leads to less dephasing from nuclear spins. Thus many recent studies have suggested that nuclear spins are unimportant for hole spin dynamics compared to electric field fluctuations. We show that the hole hyperfine interaction can have a strong effect on hole spin coherence measurements through a nuclear feedback effect. The nuclear polarization is generated through a unique process that is dependent on the anisotropy of the hole hyperfine interaction and the coherent precession of nuclear spins, giving rise to strong modulation at the nuclear precession frequency.The hyperfine interaction between electron spins and nuclear spins in solid state materials has been of particular interest over the past decade, largely driven by a desire to take advantage of electron spins as quantum bits [1]. For electron spins in quantum dots (QDs), the hyperfine interaction with a bath of nuclear spins is the dominant source of dephasing as fluctuations in the nuclear polarization induce fluctuations in the electron spin precession frequency through the Overhauser shift [2,3]. For holes, however, the contact hyperfine interaction, which dominates for electron spins, is suppressed due to the p orbital symmetry of the top of the valence band. The dipole-dipole hyperfine interaction is still present, but it is an order of magnitude weaker and is very anisotropic [4][5][6][7][8][9], leading to hopes of a highly coherent hole spin qubit.