Are the fields showing this data fields defined in the new record you just created or are they from related records? Are the fields empty, but value lists are displaying data?
A new record should only contain auto-entered data, but could match to related records such that data from a related record appears on your layout. If data is appearing in a field of the new record, check your auto-enter settings. If data is appearing in fields from a related record, check your relationships.