Distribution of the Pearson coefficients between pairs of parameters for test set stars derived from sampling latent space to obtain the posterior distribution for one spectrum. Temperature, metallicity, and gravity exhibit the strongest correlations (albeit weak), whereas abundances, such as [Al/H] and [Mg/H], show very poor correlations. Additional Pearson coefficient distributions are provided in Zenodo (Fig. B.4, see Data availability section).