Of course you are not crazy. If a headache was a symptom of madness almost all people would be crazy.
A headache can be a result of many conditions including: stress, anxiety, psycho-physical tiredness, eye disorders, upper respiratory infections, anemia, primary headache syndromes (tension headache, migraine, cluster headache) etc.
You can consult your primary health provider for basic medical investigations.