While the equation of state (EOS) of neutron star (NS) matter has been extensively studied, the EOS-parameter or equivalently the dimensionless trace anomaly , which quantifies the balance between pressure and energy density , remains far less explored, especially in NS cores. Its bounds and density profile carry crucial information about the nature of superdense matter. Physically, the EOS-parameter represents the mean stiffness of matter accumulated from the stellar surface up to a given density. Based on the intrinsic structure of the Tolman–Oppenheimer–Volkoff equations, we show that decreases monotonically outward from the NS center, independent of any specific input NS EOS model. Furthermore, observational evidence of a peak in the speed-of-sound squared (SSS) density-profile near the center effectively rules out a valley and a subsequent peak in the radial profile of at similar densities, reinforcing its monotonic decrease. These model-independent relations impose strong constraints on the near-center behavior of the EOS-parameter , particularly demonstrating that the mean stiffness (or equivalently ) reaches a local maximum (minimum) at the center.

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