I'm really confused in the part of vector calculus by the book by Michael Corral.
In the part of the "Line through a point and parallel to a plane", parametric representation of a line L through a point P parallel to a vector v, has been described.

Theorem 1.16 given in the book(p.g. 31) states that it can be obtained by the formula:
r + tv, where t is the parameter,
The question down in page 32, example 1.19, tells us to write the line L, through the point P and parallel to the vector v, in the vector form. This is solutioned only by the above formula.
But, as you can see in the diagram I have presentd above, which is much similar to the book, is the vector from the origin to Q. So, how is the vector even parallel, and even passing through the point P?
One of the main confusions in writing a line in vector form is to determine what $\vec{r}(t)=\vec{r}+t\vec{v}$ actually is and how it describes a line.
For each $t_0$, $\vec{r}(t_0)$ is a vector starting at the origin whose endpoint is on the desired line. You don't get a vector which points in the same direction as the line, but a vector ending on a line. For different $t$-values, the endpoint of the vector $\vec{r}(t)$ gives different points along the line.
On the other hand, the vector $\vec{v}=\vec{PQ}$ is parallel to the given line (even though when this vector starts at the origin, it doesn't intersect the given line).
The geometric meaning of the equation $\vec{r}(t)=\vec{r}+t\vec{v}$ is as follows: $\vec{r}$ is a vector from the origin to the line and $\vec{v}$ is a vector parallel to the desired line. $\vec{r}$ is an arrow from the origin to a point on the line. Then $t\vec{v}$ moves you from the endpoint of $\vec{r}$ in the direction of $\vec{v}$, which is parallel to the line. Since we're starting on the line after moving $\vec{r}$, this means that we're adding a vector/segment along the line.
I think of this as "giving directions", from the origin to get to a desired point on the line, walk to any point on the line (this is $\vec{r}$) and then walk in the direction of the line the desired distance (since $\vec{v}$ points in the direction of the line, $t\vec{v}$ scales the vector until it is the correct distance). The result are directions from the origin to a point on the line. Therefore, the resulting vector is not parallel to the line, but it starts at the origin and ends on the line.