I definitely agree that is a water issue. With my bougie I actually let get almost completely dry but before it starts wilting. In the past I have been a little late and it has started wilting so I water and within an hour it is back to normal. If you are not then I would recommend that you keep it outside in full sun, they love it. If it is inside then that could be a cause for the water issue as it will take longer to dry out. Just keep an eye on it outside as that does look like good bonsai soil and so is made to allow for water to not sit for too long on the roots.
Another slight suggestion. IMO the tree might be better served if you bring the leader more towards the right in the last picture. You can build your canopy over the taller main branch and then follow the natural angle of the tree and existing branches to the bottom left branch. Probably angle the right branch down a little too. Don.forget to remove any lower shoots that are part of your design because they will take away energy from the branches above.
It really is.a beautiful tree by the way, nice purchase!