If you have a chemical pregnancy but you didn't realise, can the hormones cause a change in mood?

pregnancy but you didn't realise, can the hormones cause a change in mood?" />
I know I've had a chemical pregnancy and I've been feeling really low ever since, but I'm wondering if that's because of the hormones of because I actually know 

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