  While the origin of temporal correlations in Langevin dynamics have been
thoroughly researched, the understanding of Spatially Correlated Noise (SCN) is
rather incomplete. In particular, very little is known about the relation
between friction and SCN. In this article, we derive the formal formula for the
spatial correlation function in the particle-bath interactions. This expression
shows that SCN is the inherent component of binary mixtures, originating from
the effective (entropic) interactions. Further, employing this spatial
correlation function, we postulate the thermodynamically consistent Langevin
equation driven by SCN and the adequate Fluctuation-Dissipation Relation. The
thermodynamical consistency is achieved by introducing the spatially variant
friction coefficient, which can be also derived analytically. This coefficient
exhibits a number of intriguing properties, e.g. the singular behavior for
certain interaction types. Eventually, we apply this new theory to the system
of two charged particles in the presence of counter-ions. Such particles
interact via the screened-charge Yukawa potential and the inclusion of SCN
leads to the emergence of the anomalous frictionless regime. In this regime the
particles can experience active propulsion leading to the transient attraction
effect. This effect suggests a non-equilibrium mechanism facilitating the
molecular binding of the like-charged particles.
