Welcome, Data Lizard.
Any advice to do with questioning/eliminating these doubts I have would be much appreciated.
The answer to your question is to educate yourself. There is a broad spectrum of people who fall under the transgender umbrella. You may feel a strong dysphoria (mismatch between your physical body and your mental gender image), or you may not - everybody is different. For some like me, it comes and goes.