You have to remember that depression is a treatable disease. And that lack if concentration is a symptom of depression.

You wouldn't berate yourself if your coworkers had to stay late if you had a seizure, would you? Or blame a coworker?

If course you deserve to live. You deserve to get help, and be happy, so life's challenges can let you show your true light, not this depression thing coloring your life in darkness.