It is a relatively normal occurrence with a throttle slide carb, which is the type carb we have.
With a throttle slide carb, you can open the slide more than the engine is prepared to accept, by whacking it open like that.
The result is that manifold vacuum is reduced by the rapid opening of the slide, and the available air is increased, and the engine stumbles until it can recover.
If you gently increase the throttle, engine can keep up with the movement of the slide, and so it works fine like that.
In some carburetors, an accelerator pump is used to overcome this behavior. In CV carbs the behavior doesn't present itself because there is a butterfly valve that you move with the throttle, and the slide is on a spring which prevents it from opening more than the engine can take.