We feel at peace within ourselves when we do not feel conflict. Conflict induces resistance, worry about unknowns and the future, questioning of ourselves and others and many other issues leading to stress, which is the antithesis of Peace.
The most extreme scenario where conflict is lacking is one in which conflict isn't possible. This is exactly the case with the scenario of Unified Consciousness. Without separateness, there can be no conflict.