We herein describe a unique cohort of soft tissue neoplasms characterized by epithelioid/round cell morphology, unusual immunophenotype, and recurrent EWSR1::ATF1 fusions, all occurring in extra-abdominal deep soft tissue or bone sites. Here, EWSR1 is linked to soft tissue neoplasm.