"It felt like we had the ball forever," said Wright, who finished 23-for-31 passing for 213 yards.
"It doesn't matter who was at quarterback or what team you were playing, we needed to get a win here today," said Ravens linebacker Tommy Polley, who had 1 1/2 sacks. "Everybody was doubting us, but we stuck together as a team all week."
The biggest test for the Ravens came with about three minutes remaining in the third quarter.
Ray Lewis was penalized for a questionable late hit out of bounds, the type of call that had set the Ravens off in last Sunday's 21-penalty debacle in Detroit. This time, rather than complain to the officials, the Ravens took their frustration out on Cleveland.
On the next play, Suggs came from the blind side to hit Dilfer, whose wobbly pass was picked off by Lewis. It was Lewis' first interception since the 2003 season finale.
"It goes to show that you learn from your mistakes," Suggs said. "We just calmed down and, boom, got the turnover."
The theme of the game began before it started. Suggs, receiver Derrick Mason and safety Ed Reed, three of the players fined last week for unsportsmanlike behavior, were named captains.
But their performance extended beyond symbolism. The Ravens committed 11 penalties for 97 yards - one of which called back Mark Clayton's touchdown off a direct snap - though only one was a personal foul.
"We've been talking a lot about what we're going to do," left guard Edwin Mulitalo said. "We were talking about staying focused and even-keeled. What we wanted to do is back up our talk. We can play a focused game without losing the passion and intensity."
Their only regret was failing to record the shutout. If not for Phil Dawson's 24-yard field goal in the third quarter, the Ravens would have had their first shutout since 2003.
"We'll take [a win] any day," Rolle said. "We play them again so maybe we can get [the shutout] then."
The Ravens, who were off to their worst start in franchise history, remain 2 1/2 games behind the AFC North-leading Cincinnati Bengals and one game back of the second-place Pittsburgh Steelers.
Their next game is against the Bears in Chicago, where they will look to end their five-game road losing skid.
"The season is still early," Wright said. "People are writing us off for a loss here and a loss there. That's silly to us. We just have to keep fighting."
A winning formula
The Ravens played their style of football in beating the Browns yesterday, with big plays leading to all 16 points.
Play Qtr. Result
Ray Lewis recovers Dilfer fumble, 1st, Wright TD pass to Heap
Sams returns punt 51 yards, 1st, Stover 39-yard FG
Taylor runs for 52 yards, 1st, Stover 27-yard FG
Suggs forces Dilfer fumble, 2nd, Stover 38-yard FG