ABSTRACT Introducing sacrificial additives to compensate for the irreversible loss of active sodium ions is essential for enhancing the energy density and cycling stability of sodium‐ion batteries (SIBs). Herein, a simple spray‐drying and pyrolysis process is employed, using glucose (Glu) as a carbon precursor to obtain uniformly carbon‐coated Na 2 CO 3 @C (SC@C) as a sacrificial additive. The optimized SC@C‐450 sample features a defect‐rich carbon layer, which promotes decomposition via a surface‐assisted electron transfer mechanism. During decomposition, CO 3 2 − species are activated by π–π interactions with carbon‐centered radicals, which promote electron transfer into the π * antibonding orbitals of C─O bonds, thereby facilitating Na⁺ release. This mechanism lowers the decomposition overpotential of SC@C‐450 to 4.1 V (vs Na⁺/Na) and achieves a higher presodiation capacity of 502.8 mAh g −1 . When 6 wt.% SC@C‐450 is incorporated into a Na 4 Fe 3 (PO 4 ) 2 P 2 O 7 (NFPP) cathode, the initial charge capacity is enhanced by 25.0% and the initial coulombic efficiency (ICE) is decreased from 96.0% to 80.1%, compared with the NFPP electrode without presodiation. Importantly, the addition of SC@C‐450 does not compromise the rate performance or long‐term cycling stability, maintaining 99.5% of its capacity after 3000 cycles. This study elucidates the critical role of interfacial electronic structure in sacrificial additive design and offers new insights for presodiation strategies in practical SIBs systems.