Guinea has not had a legislative election since 2002, and repeated delays over the years have been accompanied by periodic violent protests, sometimes resulting in multiple deaths.
The most recent unrest came earlier this week when campaign clashes in several areas of Conakry killed a police trainee and wounded 50 people. On Wednesday, a weekly French newspaper reported having seen American and French intelligence documents warning about attempts to destabilize Conde's government, further rattling Conakry residents.
Nevertheless, opposition supporters also seemed to have turned out in large numbers on Saturday, although some voiced concerns about the potential for fraud.
"This vote, I am doing it with a bit of bitterness, because it is taking place in a context of widespread fraud," said Mazid Diallo, a resident of the Bambeto neighborhood where election-related demonstrations have turned violent at least twice this month.
As he spoke, officers belonging to a special elections-related security force could be seen patrolling in four-wheel-drive vehicles.
Saturday's vote had been scheduled to take place last Tuesday but was pushed back by four days to address concerns raised by the opposition about voter rolls and other issues. It is now taking place on the four-year anniversary of Guinea's notorious stadium massacre, an episode that killed at least 150 people and saw widespread rapes.
Although charges related to the massacre have recently been brought against suspects including high-ranking military officers, Human Rights Watch on Friday accused the government of lending insufficient support to the investigation.
Many observers expressed concern about the possibility for violence either on voting day or as results came in, though the vote was also not expected to deliver an outright win for either the ruling party or the opposition.
"Effective coalition-building will be vital in the immediate period following the election, given that no single party including the ruling Rally of the Guinean People is expected to achieve an overall majority," said Sian Bradley, senior Africa analyst at the risk analysis firm Maplecroft.
Around 5 million voters are registered to pick 114 representatives. Polls were due to close Saturday at 6 p.m.
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Associated Press writer Robbie Corey-Boulet contributed to this report from Dakar, Senegal.