Invading Ukraine has created economic and military challenges for Russia. If only Putin supported the invasion, and everyone else in Russia opposed it, Putin wouldn't be the President of Russia now. So, we must try to understand who in Russia supports this action. The military / security services are an obvious answer - they would see the risk of a NATO expansion up to the Russian border as a danger that must be avoided at all costs.