Exactly the same here. I do not deal with anger, disappointment or criticism well at all. Same as you I just want to cry and hide away, even for the slightest thing. For instance, my friend said to me I keep leaving the teaspoon on top of the wrong lid and I know it annoys him when things aren't exactly right (he is Aspie too) and I felt like I had just killed a puppy of something. Its a ridiculous reaction to something so petty but there it is.
When someone shouts I turn into a complete wreck. Even if they aren't shouting at ME, I can't handle it. I will shake, cry, my stomach feels like its melting, and its like all my senses go into overload. I don't know if that is trauma caused by my Dad being a very, very shouty parent or if its to do more with sensory overload.