Before any symbol appears in a new form, we rebuild what it means. Every a is the first term (where you stand), every d is the common difference (the fixed jump), every n is a count of terms (so it must be a whole positive number), and Sn is the running total of the first n terms.
Every AP behaviour is decided by just two switches: the sign of the start a (do you begin below, at, or above zero?) and the sign of the step d (do the terms climb, stay flat, or fall?). The figure below turns that idea into a picture: the horizontal axis is the sign of d, the vertical axis is the sign of a, and each cell is a distinct AP "shape". The red cell is the one most often forgotten — a progression that both starts negative and keeps falling.
The examples below are tagged with the cell they hit, and together they fill the whole grid.
Look at the figure below. The first few terms are drawn as a staircase: you start at height a=3 (the black dot) and every tread rises by the same d=4 (the red rise-arrows). The height of the nth step isan, which is why the coefficient of d is (n−1) — the very first step cost zero climbs. The staircase makes the "linear in n" nature of an visible as a straight ramp.
Look at the figure below. The black bars are the still-positive terms; the single red bar is the first term to dip below the zero line (term 6). The dashed line is an=0 — the moment the AP crosses from positive to negative. This is exactly the "crossing" that Cell B warns about, and locating it is the whole task.
Look at the figure below. Every bar hangs below the zero line — there is no red "crossing" bar here because the sequence never rises to meet it. The single red bar marks the 5th reading, the deepest so far. This is the mirror image of Case B: instead of terms diving through zero once, they start below it and only sink.
Look at the figure below. It is a number line of depth (metres). Each reading is a dot placed at its value; the arrows between consecutive dots are the +4 jumps. Reading 1 sits deepest at −30; the dots march rightward and the red dot is reading 9, the first to land on the non-negative side of the 0 mark. The picture separates index (which dot) from elapsed intervals (how many arrows) — exactly the confusion the wording flags.
Look at the figure below. All eight bars have the same height 37 — a perfectly flat top (the red dashed line). The sum is then just one rectangle: width n=8 times height 37, an "area" reading of Sn=na. The flatness is why the general sum formula collapses.
Look at the figure below. The black curve is Sn=2n(3n+7) drawn as a smooth parabola in n; the horizontal dashed line is the target 440. The red dot is where they meet — at n=16, a whole number. This is the quadratic being solved: the intersection is the root we keep, and the parabola's other arm (negative n) is the root we throw away.
Look at the figure below. The terms an are plotted as dots against n and they fall exactly on a straight red line of slope 4. That straightness is the visual signature of an AP: a linearan forces a constant gap d between neighbours, which is the whole content of the "linear ⇔ AP" test.
Look at the figure below. Each row is a black bar whose height is its seat count, widening steadily from 20 to 48. The stack of bars is the total S15; the red bar is row 12, the first to poke above the dashed 40-seat line. Seeing the sum as a pile of bars makes "terms × average" concrete: level them off and every bar reaches the average height 34.
The figure below plots the running sum Sn against n. The black curve rises, tops out, then falls. The red dot marks the peak at n=7 (the last positive term); to its right the curve slides back down and eventually crosses the dashed zero line at n=15. This picture is the argument: sums grow while terms are positive and shrink once terms turn negative.
Unknown last term, know a,d,n? ::: Use Sn=2n[2a+(n−1)d].
Know first and last term? ::: Use Sn=2n(a+an) — fastest.
Given Sn as a formula, want a term? ::: an=Sn−Sn−1.
Asked "how many terms"? ::: Set Sn equal, solve the quadratic, keep only positive integer roots.
Decreasing AP, want maximum sum? ::: Stop at the last non-negative term.
Starts negative and d<0? ::: Every term is negative and the sum only sinks further.
Sum turns negative when? ::: Solve Sn<0; since 2n>0 the sign comes from the bracket alone.