We study probe corrections to the Eigenstate Thermalization Hypothesis (ETH)in the context of 2D CFTs with large central charge and a sparse spectrum oflow dimension operators. In particular, we focus on observables in the form ofnon-local composite operators$\mathcal{O}_{obs}(x)=\mathcal{O}_L(x)\mathcal{O}_L(0)$ with $h_L\ll c$. As alight probe, $\mathcal{O}_{obs}(x)$ is constrained by ETH and satisfies$\langle \mathcal{O}_{obs}(x)\rangle_{h_H}\approx \langle\mathcal{O}_{obs}(x)\rangle_{\text{micro}}$ for a high energy energy eigenstate$| h_H\rangle$. In the CFTs of interests, $\langle\mathcal{O}_{obs}(x)\rangle_{h_H}$ is related to a Heavy-Heavy-Light-Light (HL)correlator, and can be approximated by the vacuum Virasoro block, which wefocus on computing. A sharp consequence of ETH for $\mathcal{O}_{obs}(x)$ isthe so called "forbidden singularities", arising from the emergent thermalperiodicity in imaginary time. Using the monodromy method, we show that finiteprobe corrections of the form $\mathcal{O}(h_L/c)$ drastically alter both sidesof the ETH equality, replacing each thermal singularity with a pair ofbranch-cuts. Via the branch-cuts, the vacuum blocks are connected to infinitelymany additional "saddles". We discuss and verify how such violent modificationin analytic structure leads to a natural guess for the blocks at finite $c$: aseries of zeros that condense into branch cuts as $c\to\infty$. We also discusssome interesting evidences connecting these to the Stoke's phenomena, which arenon-perturbative $e^{-c}$ effects. As a related aspect of these probemodifications, we also compute the Renyi-entropy $S_n$ in high energyeigenstates on a circle. For subsystems much larger than the thermal length, weobtain a WKB solution to the monodromy problem, and deduce from this theentanglement spectrum.