Games like Rhem 2: The Cave

If you finished Rhem 2: The Cave, the closest matches are Vampire: The Masquerade - Bloodlines 2, GreedFall, The Room 4: Old Sins, Omensight and Twin Mirror. All 6 share its adventure genre and are ranked by how closely their themes and modes overlap.