The 'negative' on a number line is just a visualization. If you instead, think of the 'negation' as direction (as in a vector), it becomes easier to understand why multiplying two negative numbers makes the answer positive (You've basically turned around twice).

I actually prefer this visualization rather than the one with a number line with numbers going to the left of 0.