But after crashing out in straight sets in their only appearance since then in 2017, Gutherson wants his players to embrace the occasion.
“We know what happened last time we were in the finals, we went out in straight sets,” Gutherson said.
“But you have to embrace it. It comes with the pressure and the nerves.
“Nerves are a good thing. It means you care and you want to go out and win.”
Gutherson missed the Eels last finals series two years ago after he was struck down by a season-ending knee injury.
Two years on the fullback has been integral to Parramatta’s significant turnaround which sees the Eels become the first team to rebound from a wooden spoon to the finals since Cronulla in 2015.
Parramatta have won eight more games than 2018, scored 159 more points and conceded 77 fewer, figures that surprised the skipper.
“This time last year I probably didn’t think we’d be here,” Gutherson said.
“Everyone has had a look at themselves. We knew the team we had last year was a lot better than what we showed.
“Everyone is just excited now. It’s do-or-die for us now, we have to go out there and perform.”