In this paper, we study properties of the heat semigroup of configuration space analysis. Using a natural "Riemannian-like" structure of the configuration space Γ X over a complete, connected, oriented, and stochastically complete Riemannian manifold X of infinite volume, the heat semigroup (e −tH Γ ) t∈R + was introduced and studied in [J. Func. Anal. 154 (1998), 444-500]. Here, H Γ is the Dirichlet operator of the Dirichlet form E Γ over the space L 2 (Γ X , π m ), where π m is the Poisson measure on Γ X with intensity m-the volume measure on X. We construct a metric space Γ ∞ that is continuously embedded into Γ X . Under some conditions on the manifold X, we prove that Γ ∞ is a set of full π m measure and derive an explicit formula for the heat semigroup: (e −tH Γ F )(γ) = Γ∞ F (ξ) P t,γ (dξ), where P t,γ is a probability measure on Γ ∞ for all t > 0, γ ∈ Γ ∞ . The central results of the paper are two types of Feller properties for the heat semigroup. The first one is a kind of strong Feller property with respect to the metric on the space Γ ∞ . The second one, obtained in the case X = R d , is the Feller property with respect to the intrinsic metric of the Dirichlet form E Γ . Next, we give a direct construction of the independent infinite particle process on the manifold X, which is a realization of the Brownian motion on the configuration space. The main point here is that we prove that this process can start in every γ ∈ Γ ∞ , will never leave Γ ∞ , and has continuous sample path in Γ ∞ , provided dim X ≥ 2. In this case, we also prove that this process is a strong Markov process whose transition probabilities are given by the P t,γ (•) above. Furthermore, we discuss the necessary changes to be done for constructing the process in the case dim X = 1. Finally, as an easy consequence we get a "path-wise" construction of the independent particle process on Γ ∞ from the underlying Brownian motion.