Regime refers to who holds power in a nation. It encompasses power holders in both formal and informal institutions which span beyond just the government. The major distinction is democratic versus autocratic regimes, with regime on its own referring specifically to the autocratic version. There are plenty of autocratic regimes which we (assuming everyone on the internet is American or at least from the West) are friendly with, like Jordan's.