Russia needs a huge mobilization.
Mobilization turned out to be extremely unpopular, so they can't just do that without some exceptional cause.
That cause would be NATO attacking Russia. So they're engaging heavily in hybrid warfare, doing stuff like that in Europe. They're tying to provoke some small retaliation from NATO countries.
If that happens, they'll declare that the barbarians are at the gate, and they need a huge mobilization of troops.
But they have no interest in actually fighting against NATO. It would end disastrously for Russia, any way you slice it. Kaliningrad would be completely cut off and surrounded, their Arctic and Baltic sea routes would be hostile.
As a bonus, a potential real war with Russia would increase far-right isolationist popularity in Europe.
Personally I think this is all a play to mobilize a ton of soldiers, send them to Ukraine, and expand their occupied areas before a peace deal comes to the table.