Victory against Everton on the weekend saw Arsenal move nine points clear at the top of the table.
Gunners great Henry said on Sky Sports: "A lot of people are like, anything but Arsenal winning the league.
"I wanted them (Liverpool) to win the league because I wanted Jamie (Carragher) to win the league, Stevie G (Steven Gerrard) to win the league.
"Whether I like Liverpool or not, you root for the underdog, the team that couldn't do it, or failed to win the league. (But) a lot of people don't want Arsenal to win the league."
Jamie Carragher also chimed in: "There is something about Arsenal, and the way they've gone about it, whether it's the style of football, whether it's (Mikel) Arteta on the side of the pitch, there is something about them - maybe it's the fanbase, they get a bit of criticism - that maybe rubs people up the wrong way."