Down a goal early and thoroughly outplayed all over the pitch, the Sky Blues appeared frustrated as tensions boiled over when young striker Alec Urosevski was booked for a poor challenge on Marcelo Carrusca.
The incident sparked a roughhouse scuffle involving most players, culminating in further yellow cards to Reds right-back Tarek Elrich and Sydney defender Sasa Ognenovski.
Richard Garcia played angrily all evening and copped a card later; the Blues handed five yellows in all to Adelaide's one as they committed 19 fouls, including 13 in the first half, to 12.
Farina believed both camps could have handled the situation more appropriately instead of behaving like 'pork chops'.
"The yellow cards came from the melee," he said.
"I was disappointed with both teams – our team and Adelaide for that reaction to that incident.
"I thought the referee was handling it alright, then a lot of the pork chops got involved.
"From one thing went to another and that put a bit of a dampener on the first half."
Farina was disappointed that 'stupid mistakes' resulted in conceding a deficit that was too great to climb out of.
"(Being down) 1-0 and 2-0 were direct mistakes from us," Farina said.
"We were on the attack, in their half and just again poor turnovers by either bad control of the ball or a bad pass.
"We spoke about their (Adelaide's) transitional attack but it's disappointing to concede two goals from our own attacks through basic fundamentals of football – controlling the football and passing the football.
"That's the story for me - it wasn't like we were torn apart for the goals.
"We made stupid mistakes and got punished for them."
Antonis, sometimes touted as the next Tim Cahill or Harry Kewell, gave the Reds' defence headaches in the second half and came perilously close to conjuring an equaliser late in the piece.
"Wonderful," Farina responded when asked about Antonis's progress.
"He's performed exceptionally well. He'll just get better, I believe.
"It was unfortunate he missed two-thirds of the season but we had to get it right with him because he had a very, very nasty injury."
"You'll have to ask (national coach) Ange (Postecoglou) that," said Farina, who represented Australia 67 times from, 1984-95.
"He's only been back 6-7 games and he's growing in confidence. He will definitely be a future Socceroo, no doubt.
"Whether Ange picks him for this World Cup, that's entirely his call."
