Exceptions are typically generated during the execution of a program when an unexpected condition arises, such as an invalid user input, a failed database connection, or any situation that the program cannot handle. When an exception occurs, it creates an object that contains information about the error, which can then be caught and managed through specific exception handling models. This helps maintain the stability of the application, allowing developers to define specific actions to take when discrepancies occur.