There are multiple definitions - click on the translation that matches your context.
an unhappy feeling that you have done something wrong
The informant felt guilty about betraying his brother's confidence.
the fact of having committed a particular crime
The finding of guilt by the jury of attempted rape is against the manifest weight of the evidence.