Relationship woes, TELL ME WHAT IT MEANS!?

If I were you, I'd definitely be feeling lost and I would be confused as well as to what went wrong. The bottom line now is, he's telling you clearly to move on. This means he's not available to you anymore. It means he's not interested anymore. Frankly, if he's going to be mean and yell at you, then he's not good enough for you anyway. It's time to look for someone who is going to dedicate themselves to you like you dedicate yourself to the person you're in a relationship with. You will find the person who appreciates your calls and your devotion by letting this guy fall away, and by moving on. You are someone who is eager to give love and he doesn't deserve your devotion if he doesn't appreciate it. Lastly, if he is so upset about your pocket dialing him accidentally, it's time for you to delete him out of your phone and finally, out of your life.