If the server was using a key exchange that did not support forward secrecy then yes. But:
% echo | openssl s_client -connect rachelbythebay.com:443 2>/dev/null | grep Cipher
New, TLSv1.2, Cipher is ECDHE-RSA-AES256-GCM-SHA384
Cipher : ECDHE-RSA-AES256-GCM-SHA384
^ they're using ECDHE (elliptic curve diffie hellman), which is providing forward secrecy.