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I think you mean 'pertuRbed'. Perturbed means to be anxious or unsettled. We were perturbed by the children's unpredictable behaviour.
No, perturbed does not mean angry. Perturbed typically means to be disturbed or unsettled by something or someone.
Disturbed, agitated, uneasy, troubled.
I was quite perturbed when I saw all the additional fees added to my phone bill.
That is the correct spelling of "perturb" (to upset or imbalance).