What does it mean that context-dependent emotional data?

The same emotion means different things in different contexts.

Example: Elena is backstage at a company all-hands, ninety seconds from walking to the podium. Her heart is hammering. Her palms are slick. Her stomach has tightened into a fist. She labels the feeling immediately: anxiety. Dread. She wants to cancel. Two weeks later, Elena is sitting across from someone at a restaurant — a first date with a person she has been messaging for a month. Her heart is hammering. Her palms are slick. Her stomach has tightened into a fist. The physiological signature is nearly identical to the all-hands. But this time she labels the feeling as excitement, anticipation, aliveness. She does not want to leave. She wants the evening to last longer. Same body. Same racing heart. Same tight stomach. Completely different emotional experience — because the context changed. At the podium, the racing heart meant threat: hundreds of eyes, potential judgment, professional exposure. At the restaurant, the racing heart meant opportunity: connection, novelty, the beginning of something. Her body sent the same signal both times. The context told her what it meant.

Try this: Identify one emotion you have felt in two different contexts recently — the same feeling arising in two different situations. For each context, write down the emotion label you assigned, the situation you were in, the goals you were pursuing at the time, and how you responded. Then ask: did the context change the meaning I gave the emotion? Would I have interpreted the feeling differently if I had been in the other context? Would I have responded differently if I had been conscious of the context shaping my interpretation rather than assuming the emotion carried a fixed, context-independent meaning?