We consider a UV-complete field-theoretic model in general dimensions, including d = 2 + 1, that exhibits spontaneous breaking of a continuous symmetry, persisting to arbitrarily large temperatures. Our model consists of two copies of the long-range vector models, with O(m) and O(N − m) global symmetry groups, perturbed by double-trace operators. Using conformal perturbation theory we find weakly-coupled IR fixed points for N ≥ 6 that reveal a spontaneous breaking of global symmetry. Namely, at finite temperature the lower rank group is broken, with the pattern persisting at all temperatures due to scale-invariance. We provide evidence that the models in question are unitary and invariant under full conformal symmetry. Our work generalizes recent results of [1], which considered the particular case of m = 1 and reported persistent breaking of the discrete Z 2 = O(1). Furthermore, we show that this model exhibits a continuous family of weakly interacting field theories at finite N .