Does the phrase "I can not believe" includes a negative nuance?

Native speaker’s answer
Rebecca
Not necessarily! It all depends on tone, context, and how you use it! This expression can be used to express disbelief or surprise in both a positive or negative way! Ex: I can't believe I failed the exam again. I studied so hard this time! Ex: Wow, I can't believe I got a raise! I'm so happy.