In this short note, we show that the issue of dynamical vacuum energy can be consistently addressed within a framework based on Dynamics on an Expanding Hypersphere, as an alternative geometrical description to the standard FLRW approach. In a finite S³ geometry, the renormalized electromagnetic vacuum energy depends only on geometric variations and results in a subdominant correction to the cosmological dynamics.