After Gunman’s Deadly Spree, a Lingering Question: Why?

Unlocking the mysterious motive of the gunman who slaughtered dozens of concertgoers in Las Vegas remained a top priority Tuesday for investigators, who were searching for clues in the shooter’s home and seeking to interview those who knew him, including a live-in girlfriend.

“We have no idea what his belief system was,” Clark County Sheriff Joseph Lombardo told reporters Monday. “I can’t get into the mind of a psychopath.”

With seemingly little to go on, piecing together Stephen Paddock’s life and any grievances or hatred he harbored is essential, said former FBI profiler Clint Van Zandt.

“All of the normal indicators that we would normally see, people two or three days later say, ‘A-ha, now I understand, I know what was going on in this guy’s life,'” Van Zandt said on TODAY. In Paddock’s case, “we don’t know.”

Investigators said his residence in Mesquite, northeast of Las Vegas, didn’t immediately turn up notes, emails or social media postings explaining his actions. They did locate 19 more firearms, along with explosives and thousands of bullets, inside the house — on top of the 23 recovered from his suite at the Mandalay Bay Resort and Casino.

Related: What We Know About the Las Vegas Victims So Far

Police said Paddock set up two tripods inside the hotel room and unloaded a fusillade into people distracted by a country music festival Sunday night. He killed at least 59 people and injured 527 others in the worst mass shooting in modern American history.

But at first glance, Paddock’s quiet existence didn’t sound off alarms.

While his brother told reporters Monday that Paddock was “not a normal guy,” he also said Paddock didn’t have any known drug or alcohol problems or extreme political or religious views. (ISIS suggested in a widely discounted claim that Paddock was a soldier of the terror group.)

Police said the shooter had only received a citation and two Nevada gun shops said he passed the required background checks in the past year to purchase firearms.

Image: Mass Shooting in Las Vegas Image: Mass Shooting in Las Vegas

Police officers keep watch over the closed Las Vegas Blvd near the Mandalay Bay hotel after the mass shooting at the Route 91 Harvest festival on Las Vegas Boulevard on October 2, 2017 in Las Vegas. Eugene Garcia / EPA

Eric Paddock described his brother as a high-stakes gambler who made millions through investing and owning properties. On several occasions, he gambled more than $10,000 per day — and even more than $20,000 and $30,000 in a day, NBC News learned.

“He’d grouse when he’d lost. He never said he’d lost $4 million or something,” Eric Paddock said from his home in Orlando, Florida. “I think he would have told me.”

The brothers’ father, however, was widely known to law enforcement. Benjamin Hoskins Paddock was on the FBI’s Top Ten Most Wanted list in the 1970s for robbing banks and escaping prison. He was described as “psychopathic” in an arrest warrant.

At 64, Paddock was almost 30 years older than the average mass shooter, according to experts.

Criminologists said while there’s no “typical” profile for one, Paddock — and the attack he carried out — was unusual in several ways.

“Definitely the age is interesting. I don’t think we’ve had too many in their 60s,” said Mary Muscari, an associate professor at Binghamton University and a forensic nurse and criminologist. “The other thing that stood out was his method: Most of the shooters want to be face-to-face with their victims. This is like a sniper attack, which is unusual.”

Regardless, investigators will treat the case the same way they would any other massacre, said Dr. Tod Burke, professor of criminal justice at Radford University in Virginia and a former Maryland police officer.

“Police, as they do their investigation, they want to find out a little bit more about this person’s background. Did they have anything that would have been a red flag to family, friends, or law enforcement, such as a change in behavior, something that wasn’t part of their normal routine?” Burke said. “Did they talk about things, like they were going to commit suicide and take others with them?”

Related: Gunman Turned Las Vegas Concert Into ‘World War III’

He added that Paddock may not have mentioned his specific Las Vegas plans, but could have imparted other hints to those who knew him, such as giving away personal belongings. And it’s important to speak with acquaintances beyond just Paddock’s family circle, Burke said.

“Sometimes, families are the last people to know,” he said.

Police have yet to speak with Paddock’s girlfriend, Marilou Danley, who was out of the country when the attack occurred. She is not believed to have been involved.

“She’s the one who’s going to say, ‘You know, I saw those 30 or 40 guns in the house, and I said, what are you going to do with these?” Van Zandt said.