"Identity-column or not" is not part of the logical model. It's technical.
But to answer your questions :
1) No, other rows are unaffected by delete of a row.
2) identity columns keep incrementing (normally by 1) but one can specify other increments (even -1), one can also cycle after maximum is reached , but then you might get duplicates.