Web3 organizations struggle with decentralization paradoxes, as shadow hierarchies and technical metrics obscure true power. The proposed framework integrates enhanced Nakamoto coefficients, multi-dimensional value tracking, consent-based governance, and polarity mapping to improve trust, participation, and leadership. This approach balances decentralization and coordination, prioritizing social infrastructure alongside technical innovation