In this paper we study topological aspects of the dynamics of the foliated horocycle flow on flat projective bundles over hyperbolic surfaces and we derive ergodic consequences. If \(\rho : \Gamma \rightarrow \textrm{PSL}(n+1,\mathbb {R})\) is a representation of a non-elementary Fuchsian group \(\Gamma \) , the unit tangent bundle Y associated to the flat projective bundle defined by \(\rho \) admits a natural action of the affine group B obtained by combining the foliated geodesic and horocycle flows. If the image \(\rho (\Gamma )\) satisfies Conze-Guivarc’h conditions, namely strong irreducibility and proximality, the dynamics of the B-action is captured by the proximal dynamics of \(\rho (\Gamma )\) on \(\mathbb {R}\textrm{P}^n\) (Theorem A). In fact, the dynamics of the foliated horocycle flow on the unique B-minimal subset of Y can be described in terms of dynamics of the horocycle flow on the non-wandering set in the unit tangent bundle X of the surface \(S= \Gamma \backslash \mathbb {H}\) (Theorem B). Assuming the existence of a continuous limit map, we prove that the B-minimal set is an attractor for the foliated horocycle flow restricted to the proximal part of the non-wandering set in Y (Theorem C). As a corollary, we deduce that the restricted flow admits a unique conservative ergodic U-invariant Radon measure (defined up to a multiplicative constant) if and only if \(\Gamma \) is convex-cocompact. For example, the foliated horocycle flow on the sphere bundle defined by the Cannon-Thurston map is uniquely ergodic.