pass through entities

Hi, Based on my research single-member LLCs in Delaware, Wyoming and New Mexico are considered as "Pass-through entities" as far as taxes are concerned. Does this mean that I personally need to pay the tax on the income of the LLC for the year even if I do not pay myself even a single dollar...