In a series circuit the parts sit end to end on one single path. Current leaves the battery, goes through the first lamp, then the second, then back to the battery. There's nowhere else for it to go.
So break the path anywhere and everything stops. If one filament snaps, the other lamp goes out too, even though there's nothing wrong with it.
Same current, resistances add
With only one path, the current is the same at every point round the loop. To find it, add up every resistance first. Two 2 Ω lamps make 4 Ω, so 12 V ÷ 4 Ω = 3 A. That's half what one lamp drew on its own, which is why both glow dim.
The voltage is shared
The 12 V is shared between the parts. Two equal lamps get 6 V each. Swap lamp 2 for a 4 Ω lamp and the split becomes 4 V and 8 V: the bigger resistance takes the bigger share.
A single lamp circuit on a car is a series circuit: fuse, switch, lamp and earth, all on one path. A corroded earth joins that queue and takes a slice of the 12 V for itself.
Try this
A 2 Ω lamp and a 10 Ω lamp are wired in series on 12 V. Which one glows brighter?
Total 12 Ω, so 1 A flows through both. The 10 Ω lamp takes 10 V of the 12 V and the 2 Ω lamp only 2 V. Same current, bigger share of the voltage, so the 10 Ω lamp does more work and glows brighter.