Here's why:
* Acceleration is the rate of change of velocity.
* Velocity has both speed and direction.
* If an object is speeding up, its speed is increasing.
* Since the object is speeding up *to the right*, its direction is also to the right.
Therefore, since both speed and direction are changing in the same direction (to the right), the acceleration is also to the right.