See the answer at [What are "theoretical moments" referring to?)
The theoretical moments at second order are based on the linear state space. It will never be explosive if the BK conditions are satisfied. The same cannot be said for simulations at higher order unless pruning is used. As generalized IRFs at higher order require simulations, you can have them explode (and simulated moments being infinite), while still getting finite theoretical moments.
2 Likes