Empirically Derived Test

1. Under pressure, my stress level rises quickly.

2. I usually communicate clearly and directly when something needs to be addressed.

3. I follow through on commitments even when my motivation drops.

4. If a service mistake happens (wrong order, billing issue), I address it promptly.

5. If I can’t solve a problem right away, I become restless or agitated.

6. In a conflict, I prefer to address it head-on rather than avoid it.

7. I typically approach problems with a solution-focused mindset.

8. I tend to assume problems will turn out worse than they probably will.

9. When I need help, I ask for it directly rather than hinting or waiting.

10. I bounce back from disappointments within a reasonable amount of time.

11. I stay focused on what I’m doing even when there are distractions.

12. I maintain healthy routines (sleep, food, exercise, or similar) more often than not.

13. I become uneasy when I don’t have a clear plan for what’s next.

14. In a collaborative task, I voice my preferences instead of going along to avoid friction.

15. When multiple demands hit at once, I feel panicky or close to it.

16. I am comfortable showing enthusiasm and encouragement openly to others.

17. In social settings, I tend to be expressive (tone, facial expressions, gestures).

18. Uncertainty makes me tense, even if nothing bad has happened yet.

19. I manage my time well enough to meet most deadlines.

20. I tend to be reliable: people can count on me to do what I said I would do.

21. I can disagree respectfully without becoming cold or distant.

22. I can usually stay calm enough to think clearly under pressure.

23. I get stressed even before I start a task if it feels high-stakes.

24. Minor conflicts with others leave me feeling upset for a long time.

25. I tend to check in on people and maintain relationships proactively (texts, calls, invitations).

26. If I’m waiting for an important outcome, I get anxious until I know the result.

27. When emotions run high, I can still choose my words carefully.

28. When someone seems left out, I make an effort to include them in the conversation.

29. Criticism or negative feedback hits me hard, even when it is minor.

30. I can set boundaries (e.g., saying no) when something would overload me.

31. Small setbacks can ruin my mood for the rest of the day.

32. When I set a goal, I keep working at it despite setbacks.

33. I notice physical signs of stress (like tension, stomach unease, or a racing heart) easily.

34. When I’m stressed, I’m more likely to snap at people.

35. I handle frustration without taking it out on other people.

36. When plans change unexpectedly, I feel thrown off for a while.

37. I can negotiate (price, responsibilities, deadlines) without feeling overly uncomfortable.

38. I adapt to unexpected changes without falling apart or shutting down.

39. After an embarrassing moment, I keep thinking about it long after it’s over.

40. When I feel stressed, I have trouble thinking clearly.

41. If plans are unclear, I ask questions to clarify rather than staying quiet.

42. If someone cuts in front of me in line, I speak up about it.

43. I can accept constructive criticism and use it to improve.

44. When meeting new people, I initiate conversation rather than waiting to be approached.

45. I tend to be the one who introduces people to each other in social settings.

46. I treat people with respect even when I disagree with them.

47. I find it hard to let go of stressful thoughts at night.

48. When something stressful happens, my emotions feel intense and hard to control.

49. I give clear feedback (positive or negative) instead of keeping my reactions to myself.

50. If I disagree with a friend, I bring it up directly rather than letting it slide.

51. If someone makes a joke that crosses a line, I say something in the moment.

52. I worry about things even when I know it won’t help.

53. When I have a lot to do, I become noticeably more irritable.

54. I often replay stressful conversations or mistakes in my mind.

55. In a meeting, I’m willing to challenge an idea if I think it won’t work.

56. In a group discussion, I naturally jump in and share my perspective.

57. I am comfortable setting boundaries by saying ""no"" when a request is too much.

58. I can be warm and friendly even with people I don’t know well.

59. When something goes wrong, it takes me a long time to calm down.

60. I take stressful events personally, even when they aren’t about me.

61. I often take the lead in making plans (choosing a time, place, or next step).

62. When I’m under stress, I struggle to stay patient.

63. When joining a new team or class, I quickly get to know people and how things work.

64. I think through the consequences before making important decisions.

65. If someone interrupts me repeatedly, I tell them I’d like to finish my point.

66. I am easily startled or on edge during stressful periods.

67. I can cooperate with others even when we have different styles or preferences.

68. I feel overwhelmed more easily than most people I know.

69. I resist impulsive choices that I know I’ll regret later.

70. I enjoy being the person who keeps conversation flowing in a group.

71. I can take responsibility for my mistakes without making excuses.

72. I often imagine worst-case scenarios when I don’t have all the information.

73. I’m comfortable approaching someone in authority (manager, teacher, organizer) to request something.

74. When there’s an awkward silence, I’m usually the one to speak first.