Solve $y''(t)-a^2y(t)=\delta(t-t'), \ y(0)=0, \ y'(0)=0, \ t'>0.$
I am not sure how to solve an equation that has $\delta(t-t')$ as a solution. The book doesn't really elaborate further than stating that it is an impulse. I am sure I can use Green's Function, since this question is in that section.
If you want to solve $y''-a^{2}y=f$ subject to $y(0)=y'(0)$, the Green function solution is $$ y(t)=\frac{1}{2a}\left[e^{at}\int_{0}^{t}e^{-au}f(u)\,du-e^{-at}\int_{0}^{t}e^{au}f(u)\,du\right]. $$ You can check that $$ y'(t) = \frac{1}{2}\left[e^{at}\int_{0}^{t}e^{-au}f(u)\,du+e^{-at}\int_{0}^{t}e^{au}f(u)\,du\right],\\ y''(t)=\frac{a}{2}\left[e^{at}\int_{0}^{t}e^{-au}f(u)\,dt-ae^{-at}\int_{0}^{t}e^{au}f(u)\,du\right]+f(t). $$ That is, $y''-a^{2}y=f$. And it is easy to check that $y(0)=y'(0)=0$ from the explict expressions given above for $y$, $y'$.
Let $f(u)=\delta(u-t')$. Then $$ \begin{align} y(t) & = \left\{\begin{array}{ll} 0, & 0 \le t < t',\\ \frac{1}{2a}[e^{at}e^{-at'}-e^{-at}e^{at'}] & t > t' \end{array}\right. \\ & = \left\{\begin{array}{ll} 0, & 0 \le t < t',\\ \frac{1}{a}\sinh(a(t-t')) & t > t' \end{array}\right. . \end{align} $$ For problems such as this one, you can approximate $\delta(t-t')$ as a square pulse centered at $t'$ whose integral is $1$. So, for example, the pulse could be concentrated in the time interval $t'-\frac{1}{2n} \le t \le t'+\frac{1}{2n}$ of height $n$. For large enough $n$, the length of time of pulse is immeasurably short, and the response $y$ will be as close as you want to the response given above. So, $\int \delta(t-t')f(t)\,dt = f(t')$ is as close to accurate as you want provided $f$ is continuous near $t'$ and the interval of integration includes $t'$ in its interior. And that results in a response $y(t)$ which is as close as you want to the one given above.
So the response stays at $0$ because of $y(0)=y'(0)=0$, but it immediately starts growing when you first thump it very sharply. It grows without bound because there is an unstable positive feedback. A continuous driving signal can be viewed as a succession of small thumps spaced very closely together in time whose amplitudes are given by the driving function $f$, and the response is then a superposition of these fundamental solutions.