We investigate the non-trivial 3-momentum effects on the masses of heavy quarkonium states that are moving in a hot medium using QCD sum rules. For all charmonium states, we observe a negative mass shift near that is less than 3 at a momentum of 1. Specifically, we first investigate the difference between the longitudinal and transverse modes of both and . We find that the transverse mode of the experiences larger modification than the longitudinal mode, while the has the opposite behavior. By comparing the and , and also the unpolarized and , we recognize that the P-wave particles have stronger momentum dependencies on their masses than the S-wave ones. We also find (1S) has negligible 3-momentum dependence compared to the charmonium states, e.g. less than 0.01 even at 1.4 and at a momentum of 4.

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