The Unified Framework for the Graviton Pressure Theory (GPT) is not simply a revision of gravitational physics, it is a restoration of causality, a return to coherence, and a redefinition of what it means for one thing to affect another in a meaningful universe. For over a century, gravity has been described not as a force, but as a geometric illusion—objects following curves in space-time with no mechanism, no contact, no pressure. While mathematically elegant, this model has left gravity unanchored, unfelt, and ultimately unexplained. GPT restores gravity to its rightful place as a real, causal pressure exerted by a coherent field of directional force—gravitons; structured pattern carriers that transmit pressure across space.