We investigate the relaxation of two collective spins in double domain system, which are individually coupled to a single bosonic reservoir, by varying the total number of spins in each domain and their initial spin configurations. A particularly interesting situation occurs when the spin domains are set in an antiparallel configuration. Further for an unbalanced configuration where the number of spins are in the excited state initially is much greater than that in the ground state, the spin ensemble prepared in the ground state relaxes towards a negative-temperature state.PACS numbers: 42.50. Nn, Introduction.-In recent years, the hybridization of quantum systems has become a key technique to design and demonstrate novel quantum behaviors [1][2][3]. With the rapid progress in quantum coherent manipulation, hybrid quantum systems have now entered the regime where we can observe unexpected or rather counterintuitive behavior even in the presence of imperfections and noise [4][5][6][7]. Such hybrid systems have not only shown the capability to achieve superior properties each individual system alone cannot achieve [5,8], but they also shred light on the fundamental complexity of such quantum systems including coupling structures and decoherence mechanisms [9]. Currently a number of such hybrid systems have been proposed (and realized in some cases) with various elements coming from atomic molecular & optical systems to solid-state systems. Example include for instance, trapped ions [10], optical cavities & resonators [11,12], electron and nuclear spin ensembles in quantum dots (QD) or nitrogen-vacancy centers in diamond [13][14][15], superconducting circuits in quantum electrodynamic systems [2] and mechanical resonators [15,16]. This large diversity of component systems really allows one to explore the unique space hybridization potentially allows.