Intuition for Green's function for the Heat Equation

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Here I am interested in the heat equation over the domain $\mathbb{R}_+\times\mathbb{R}^d$.

I read this question Green’s Function for the Heat Equation whereby for the heat equation

$$\partial_t u= \Delta u,~~~u(x,0)=u_0$$

we can find the solution at time $t$ by convolving the initial condition $u_0$ with Greens function $G(\cdot,t)$, which solves

$$ \partial_tG=\Delta G,~~~G(\cdot,0)=\delta_0(\cdot), $$

where $\delta_0(x)=0$ if $x\neq 0$ and $1$ if $x=0$.

My question is what is the intuition here ? Are we first solving the PDE for the initial condition of a Dirac mass and then constructing $u_0$ as an infinite sum (or integral) of Dirac masses? If so why is it the Dirac delta function at $0$ which appears not at some other arbitrary element in $\mathbb{R}^d$.

Any other references to the relation between Greens function and the stochastic properties of the underlying particle dynamics associated to the heat equation would be much appreciated too !