Does an Ultrasonic sensor have less range when pointed downwards?

The problem is that it is able to detect the hand from around 2m away just fine when the sensor is placed horizontally. One possible reason I could think of for the problem is that I did bend the leads so the sensor would fit flush on a breadboard, however, this reason sounds very farfetched to me as, how would damage like that limit the sensing range of a sensor?