Particle level reasoning means that the explanation must address what is happening at scale of the particles (atoms,molecules, ions, etc.) rather than the macroscopic level. If you don't state what the particles are doing, or how they have changed you won't get credit for a particle level reasoning question. (Even if the macroscopic justification is correct)
The temperature of a sample is determined by the average kinetic energy of its particles. Kinetic energy depends on both mass and velocity. Since the masses of the particles remain constant, changes in temperature are caused by changes in particle velocity. When the average velocity of the particles increases, their average kinetic energy increases. As a result, the temperature of the sample increases.
Pressure is caused by collisions between gas particles and the walls of their container. Pressure is affected by frequency of collisions and the average force (velocity) of collisions.
Chemical reactions occur when particles collide with sufficient energy and the correct orientation. The rate of a reaction depends on the frequency of successful collsions.
Entropy describes the number of possible arrangements (number of microstates) of particles. A substance has greater entropy when its particles have more possible arrangements (microstates). For example, gas particles have more freedom of movement and more possible arrangements than liquid or solid particles, so gases generally have higher entropy.
A sample is melted or boiled when the average kinetic energy of its particles increases, causing the particles to move more freely and farther apart. This weakens or overcomes the attractive forces between particles, called intermolecular forces (IMFs). The opposite occurs during freezing or condensation, when particles lose kinetic energy, move closer together, and intermolecular attractions become stronger.