The best explanation for the observation that you appear to move backward relative to the bus when it starts moving forward is:
The bus moves forward, while inertia keeps you in place.
This statement explains that, due to inertia, your body tends to remain at rest while the bus accelerates forward, causing you to feel as though you are moving backward relative to the bus.