Could you have misunderstood "neurotic" for neuralgia? It sounds a bit like a type of neuralgic pain which is generally facial but could affect your hands. It could be nerve damage of some sort too. Might be a good idea to mention it to your doc next time you see him. The meds could be causing it even if you have been on them for a long time. You can sometimes develop an intolerance to meds.