Hey there,

No, no it's not your fault. Doesn't sound like you've done anything wrong to me! It's natural to be attracted to others even if you are in a relationship, the important part is that you try not to act on it, which you're doing.

You're going to therapy, which is excellent. You're doing everything right, so don't give up, k?

best wishes,
Meander