Here's why:
* Acceleration is the rate of change of velocity.
* Velocity includes both speed and direction.
* Since your speed is decreasing, your velocity is changing, indicating an acceleration.
* Because your speed is decreasing, the acceleration is in the opposite direction of your motion, hence it's considered negative acceleration or deceleration.