5.15 describe the qualitative relationship between pressure and Kelvin temperature for a gas in a sealed container

As Kelvin increase, energy increases. As the energy of something increases, its particles will move faster and with more force. This will mean more force is exerted over a fixed area- increasing pressure.

So if a gas has its kelvin increased, it will exert more force on the container its in, meaning the pressure will go up.