We generalize a space-time-symmetric (STS) extension of nonrelativistic quantum mechanics (QM) to describe a particle moving in three spatial dimensions. In addition to the conventional time-conditional (Schrödinger) wave function , we introduce space-conditional wave functions such as , where plays the role of the evolution parameter. The function represents the probability amplitude for the particle to arrive on the plane at time and transverse position . More generally, within our framework, any coordinate can be conveniently chosen as the evolution parameter, depending on the experimental context. This leads to a unified formalism governed by a generalized Schrödinger-type equation . It reproduces standard QM when , with , and recovers the STS extension when . For a free particle, we show that naturally reproduces the same dependence on the momentum wave function as the axiomatic Kijowski distribution. Possible experimental tests of these predictions are discussed. Finally, we demonstrate that the different states can emerge by conditioning (i.e., projecting) a timeless and spaceless physical state onto the eigenstate , leading to constraint equations of the form . Rather than privileging time as the sole evolution parameter, this formulation treats all coordinates on equal footing.