Leave the room as it is.

Literal

Room [object-を] as-is [make-にして] [in advance-ておき] [imperative-なさい].

そのまま means 'as is, without changing anything' — a useful everyday word. Combined with にしておく (maintain in a state) and なさい (command), the instruction is to preserve the room's current condition.