I have been tested for diabetes & it came back negative but I still have excessive thirst, what could cause this?

Testing follow up. When you say tested for diabetes, what do you mean? Fasting glucose, HBa1c? Glucose tolerance test? Are you on any medications?
Medication. Is one of the more common causes. A less common cause is sjogren's disease.