just like Bitcoin's value always went up when difficulty increased drastically.
no, look at merged mined ixc and dvc. btc did not go up because of difficulty increase. its difficulty increased from 1b to 4b today. the price halved.
Yes it did, but the very short-term does not really matter. We'll have to wait to see if the correlation remains.