His girlfriend Veronika Nikulshina, told the website that her boyfriend started feeling unwell following a court case on Tuesday.
She said: "Between eight and 10, his condition got exponentially worse. First it was his vision, then his ability to speak, and then his ability to walk.
"When the paramedics arrived, he answered all their questions, saying, 'No, I didn't eat anything. No, I didn't take anything.
"He was getting worse even faster, and then he started convulsing. On the way [to the hospital], in the ambulance, he was already babbling. [...] He fell into such a half-asleep, half-unconscious state that he stopped responding to me and didn't even recognise me anymore."
Nikulshina said hospital authorities are refusing to give her information about his condition as they were not married.
They also refused to pass information to his mother as he had not signed a consent form as he was unconscious.
Verzilov was one of four members of Russia's Pussy Riot protest group jailed for 15 days for staging a pitch invasion during the soccer World Cup final.
The members of the group face new charges of staging a public event without having prior permission, an offence that carries a jail sentence of up to 10 days or a fine of up to 30,000 roubles ($481.21), Russian news agencies reported.
The activists briefly interrupted the soccer World Cup final on July 15 when they ran onto the pitch in police uniforms.
Their intrusion onto the pitch in Moscow's main stadium in front of President Vladimir Putin and other high-ranking officials marked a rare security breach in the weeks-long soccer tournament hosted by Russia.
The group said the stunt, which held up the game only briefly, was meant to promote freedom of speech and condemn policies of FIFA, soccer's global governing body.
The four pitch invaders were jailed for 15 days for the stunt and were banned from sporting events for three years.
The four members were Veronika Nikulshina, Olga Pakhtusova, Olga Kurachyova and Pyotr Verzilov.
Tournament organisers said the stewards who failed to stop the intrusion would face disciplinary action.