The 33-year-old "Quantico" star said it is fun to watch if someone else is at the receiving end, but tough to take if you are the victim.
Priyanka, who is currently in the US to work on the second season of her TV show, shared an Instagram video of Jha, 63, shouting at his crew members for not working properly.
"Here's a little know fact about Prakash Jha... Apart from being an amazing director, he also has a talent for making grown men quake in their boots every time he picked up the directors mike!
The video ends with the release date of March 4 flashing in the background.
"Jai Gangaajal" features Priyanka in role of a police officer while Jha will also be seen portraying a corrupt cop.