Does Rouge the Bat like Knuckles or Shadow?

According to the Sonic the Hedgehog (2006) Official Game Guide, Rouge has a crush on both Knuckles and Shadow. Although Rouge was created to be a rival and an implied crush to Knuckles, in more recent games, Rouge seems to be having more screentime with Shadow, whilst time with Knuckles has decreased.