LLMs are trained on human media and give statistical responses based on that.

I don’t see a lot of stories about boring work interactions so why would its output be boring work interaction.

It’s the exact same as early chatbots cussing and being racist. That’s the internet, and you have to specifically define the system to not emulate that which you are asking it to emulate. Garbage in sitcoms out.