Correlations allowed by quantum mechanics can defy any classical explanation, with Bell nonlocality standing as their most profound and operationally powerful manifestation. While nonlocality has been demonstrated across a wide range of platforms, in many-body systems it has remained limited to ensembles of qubits, leaving the observation of higher-dimensional multipartite nonlocality an open challenge. Here we report the observation of Bell correlations in a spin-1 87Rb Bose-Einstein condensate via the violation of a Bell witness based on collective spin observables only. Exploiting spin-exchange collisions in an ensemble of N ≃ 3.1 × 10^4 atoms, we generate spin-nematic squeezing of −11.8(7) dB and observe a violation that surpasses the minimum bound achievable by a collection of N qubits, providing direct evidence of genuine multipartite qutrit nonlocality. Our results establish spinor Bose-Einstein condensates as a viable platform for investigating high-dimensional Bell nonlocality in the many-body regime, and demonstrate that coarse-grained collective measurements suffice to certify the dimensionality of quantum correlations at macroscopic scales.