Because they are not trained to properly deescalate. Or how to deal with intense, potentially threatening situations. They simply fall back to “gun” if they lack the power to deal with a situation otherwise.

In my country, a police officer drawing a weapon can expect to write a stack of reports on why he or she did that. And they better have a very good reason.