Is it okay to leave a hangout/function if you’re not having a good time?

Like if your feeling unimportant or disrespected, or just plain not having a good time, will leaving make things worse or is it valid?

Edit: I have ASD(autism), please try to be kind.

Edit #2: thanks everyone for all the support and reassurance!!