(CNN) -- A jury in Canton, Ohio, found former police officer Bobby Cutts Jr. guilty of murdering his pregnant girlfriend, Jessie Marie Davis, and their unborn child.

Grasping tissues and moaning, Bobby Cutts Jr. testitfied he never meant to hurt girlfriend Jessie Davis.

The jury of six men and six women reached the verdict after more than 21 hours of deliberations.

Jurors found Cutts guilty of aggravated murder for the unlawful termination of Davis' pregnancy and the aggravated murder of a child under the age of 13.

But the jury found him guilty of a lesser murder count in the death of Davis.

Davis was nine months pregnant when she disappeared.  She had chosen the name Chloe for her daughter.

Jurors found that baby Chloe was killed during the commission of another crime, making Cutts eligible for the death penalty.

The penalty phase of the trial is set to begin February 25. Cutts will face a sentence of either 25 years to life with the possibility of parole, 30 years to life with the possibility of parole, life without parole or death.

As the verdicts were read, Cutts remained stoic, a stark contrast to his tearful testimony on Monday.  Watch the verdicts Â»

His and Davis' families left  the courthouse without comment.

Jurors began deliberations late Tuesday afternoon. They had been sequestered, spending nights at a nearby hotel, cut off from exposure to the media and other potential influences.

According to testimony, Cutts, 30, rolled Davis' body in a comforter and dumped it in a park, leaving their 2Â½-year-old son, Blake, alone.

Cutts also was found guilty of aggravated burglary, two counts of gross abuse of a corpse and endangering a child, Blake.

Cutts sobbed on the witness stand as he admitted killing Davis and their unborn child. But Cutts insisted that their deaths were an accident.

"I didn't mean to hurt her," Cutts testified, clasping a handful of tissues. "This isn't real," he said he kept telling himself.

Prosecutors discounted Cutts' story, claiming he buckled under the financial pressure of child support, killed the mother of his child and then created a cover story to try to get away with it.

On the stand, Cutts said he went to pick up his son Blake and became agitated when Davis, 26, wasn't moving fast enough to get the boy ready. He said he tried to leave her house but she grabbed him to keep him from leaving, and he accidentally elbowed her in the throat.

Cutts told the jury he performed CPR on Davis and then tried to revive her with bleach. When he realized Davis was dead, Cutts said he panicked and put her in the back of his truck, so Blake wouldn't have to see his mother.

Myisha Ferrell, Cutts' longtime friend, testified for the prosecution that Cutts appeared at her home at 6 a.m. after Davis died.

She said she could tell he was distraught. When they left her home in his truck, she found out why.

"We drove off and he said something was wrong," she said. "He said, 'Something bad.' "

"He said something was wrong with his baby's mother."

Ferrell told the jury Cutts started speaking erratically as they drove, then blurted out, "She's in the back."

Ferrell admitted she helped dump Davis' body in a field and said Cutts later coached her on what to say to police.

Ferrell was sentenced to two years in prison after pleading guilty to lying to authorities and complicity to gross abuse of a corpse.

During closing arguments, prosecutor Dennis Barr said Cutts strangled and killed Davis and her unborn child because of his mounting debt and child support for what would have been his fourth child.

Cutts' own actions following Davis' disappearance were a clear indications of his guilt, he said.

"His reaction is the reaction of person who committed a crime and is trying to cover it up," Barr said.

Davis disappeared
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