Need Some Guidance

I overheard my coworker mention she’s been going to weekly sessions with a psychologist, and she keeps saying it’s “talk therapy.” Honestly, I have no idea what that actually involves. Could you break down what talk therapy in psychology is and why people do it? I’d love a simple story to understand it better.