In composite material, two elements of the base material show a positive shift in the binding energy, while the third element shows a negative shift in the binding energy.
I think that the peak shift of the core electron reflects the localization of valence electrons between the two bonding atoms. Therefore, from a simple perspective, it is reasonable to assume that some kind of electron localization occurs due to the interaction between the added third component and the two originally existing components. To be more precise, it is necessary to confirm which peak of what compound is being viewed.