Would they have known they were the last of their species? When did this happen? What where there forces that drove the Neanderthal species to extinction?
If you haven't yet, consider posting to r/AskAnthropology or checking their sub for similar questions and answers. You are probably more likely to find experts on this topic there (but there are some here too).