Temper baby

Rachel
My son I noticed inherited my spunk. He can be quite the little fighter. Lol he's 2 months old and usually does alright. Well last night I fed him, changed him, and then stuck him in his bouncer to play before bed. He seemed happy. Giggling and trying to get the toys. A few minutes later he starts fussing and crying a little. So I of course pick him up to comfort him. But when I picked him up he let out this blood curdling scream and started wailing for an hour. Like screaming so bad he was purple. I eventually got him calmed down by putting him in a bath and nursing him while in the tub. Is this normal? Did I do something wrong? Is it possible he just wanted to be left alone to fuss?