We define a large new class of conformal primary operators in the ensemble of Brownian loops in two dimensions known as the ``Brownian loop soup, and compute their correlation functions analytically and in closed form. The loop soup is a conformally invariant statistical ensemble with central charge $c = 2 lambda$, where $lambda > 0$ is the intensity of the soup. Previous work identified exponentials of the layering operator $e^{i beta N(z)}$ as primary operators. Each Brownian loop was assigned $pm 1$ randomly, and $N(z)$ was defined to be the sum of these numbers over all loops that encircle the point $z$. These exponential operators then have conformal dimension ${frac{lambda}{10}}(1 - cos beta)$. Here we generalize this procedure by assigning a more general random value to each loop. The operator $e^{i beta N(z)}$ remains primary with conformal dimension $frac {lambda}{10}(1 - phi(beta))$, where $phi(beta)$ is the characteristic function of the probability distribution used to assign random values to each loop. Using recent results we compute in closed form the exact two-point functions in the upper half-plane and four-point functions in the full plane of this very general class of operators. These correlation functions depend analytically on the parameters $lambda, beta_i, z_i$, and on the characteristic function $phi(beta)$. They satisfy the conformal Ward identities and are crossing symmetric. As in previous work, the conformal block expansion of the four-point function reveals the existence of additional and as-yet uncharacterized conformal primary operators.
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