Why is my tarantula so pissy?

This is normal. I've had rosies that you can handle, others that you can't. I've even had one the same as yours where I was able to handle it when new, but over time I guess it just grew tired of it. Just enjoy it, they're not meant to be handled anyways. It's not like they have someone in the wild picking them up all the time.