To dream that you feel guilty about something relates to how you are handling your successes and failures or competence and incompetence. You may feel undeserving of your achievements. Or on the other hand, you feel that you have let others down.
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A dream of others being guilty signifies untrustworthy friends; to be guilty or be aware of a personal sense of guilt indicates a need to make amends for some past injustice.