Let S = Γ\H be a hyperbolic surface of finite topological type, such that the Fuchsian group Γ ≤ PSL2(R) is non-elementary, and consider any generating set S of Γ. When sampling by an n-step random walk in π1(S) ∼ = Γ with each step given by an element in S, the subset of this sampled set comprised of hyperbolic elements approaches full measure as n → ∞, and for this subset, the distribution of geometric lengths obeys a Law of Large Numbers, Central Limit Theorem, Large Deviations Principle, and Local Limit Theorem. We give a proof of this known theorem using Gromov's theorem on translation lengths of Gromov-hyperbolic groups.