Blaming yourself can actually be a good indicator of your power.
If you believe that YOU are the one at fault and that You are the sole reason for your problem, then you believe that you had enough agency to create your not-so-great situation. And if that is true, then you have enough agency to create the solution!
Spin that blame around and realize that you have the power to shift your role in your problematic situation.