Is it possible to have this sort of withdrawal syndrome from masturbation?

I am a 16 yr old male. I have to admit I do this quite frequently. Like 3-5 times or even more a day since I was 9 yrs old. I am quite aware of the fact that masturbation releases serotonin and those so-called "happy hormones". If you masturbate frequently then suddenly stop will there be this sort of withdrawal syndrome? Because recently I feel very depressed and sad but after I masturbate it kinda goes away. Then after some time it will come back again and I have to do it again. So is it possible? Thanks guys!