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CleverPoint 4 User Manual

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Stressonika - Guide for Working with raw ECG data

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  • Introduction
  • Chapter 1. General points.
    • General points
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    • Cardio domain
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  • Chapter 3. Cardio domain: examples
    • Cardio domain: examples
    • 3.1. ECG recording quality
    • 3.2. Preparing the “Cardio domain” page for consultation
    • 3.3 Viewing the “Cardio domain” page during consultation (Example 1)
    • 3.4 . Viewing the “Cardio domain” page during consultation (Example 2)
    • 3.5. Viewing the “Cardio domain” page during consultation (Example 3)
    • 3.6 . Viewing the “Cardio domain” page during consultation (Example 4)
    • 3.7. Viewing the “Cardio domain” page during consultation (Example 5)
    • 3.8. The “Cardio domain” page. Conclusion.

CleverPoint View Data v2.15 User Guide

55
  • Introduction
    • Introduction
  • 0. Fundamentals of Electrophysiology for Beginners
    • 0.1. What Are Physiological Signals?
    • 0.2. Autonomic Nervous System (ANS)
    • 0.3. Emotions and the Brain
    • 0.4. Electrodes and Their Placement in the CleverPoint Setup
  • 1. General Principles of Signal Processing
    • 1.1. Basic Transformations
    • 1.2. Marking and Trim
    • 1.3. CAR (Common Average Reference)
    • 1.4. Denoise (Blink Artifact Suppression)
    • 1.5. Normalize
    • 1.6. IMF (Empirical Mode Decomposition)
    • 1.7. Filtering
    • 1.8. Power vs Amplitude
    • 1.9. Epoch
  • 2. “Summary” Interface
    • 2.1. Purpose
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  • 3. “Time Domain” Interface
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    • 3.3. Signal Display
    • 3.4. Signal Transformations
  • 4. “Frequency Domain” Interface
    • 4.1. Purpose
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    • 4.4. Spectral Analysis Methods
    • 4.5. Channel Correlation
    • 4.6. Time Series
  • 5. “Power Domain” Interface
    • 5.1. Purpose
    • 5.2. “Power by sections” Mode
    • 5.3. “Between-channel interactions” Mode
    • 5.4. Frequency-Band Graphs
  • 6. “Coherence” Interface
    • 6.1. Purpose
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    • 6.3. Coherence Calculation Method
    • 6.4. Display
    • 6.5. Interpretation
    • 6.6. Use in Research
  • 7. “Emotional State” Interface
    • 7.1. Purpose
    • 7.2. Interface Structure
    • 7.3. Controls
    • 7.4. Emotion Calculation Method
    • 7.5. Display
    • 7.6. Section Selection
  • 8. “Cardio Domain” Interface
    • 8.1. Purpose
    • 8.2. Interface Structure
    • 8.3. Controls
    • 8.4. Extraction of RR Intervals
    • 8.5. HRV Parameters
    • 8.6. Visualization
    • 8.7. Data Export
  • 9. Conclusion
    • Conclusion
    • 9.1. Recommendations for Use
    • 9.2. Additional Resources
    • 9.3. Beginner’s Guide
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  • 7. “Emotional State” Interface
  • 7.5. Display

7.5. Display

2 min read

7.5.1. Local EMOTION #

Two graphs:

  • Arousal: arousal time series (green line)
  • Valence: valence time series (green line)

Both graphs are synchronized in time and contain section markers.

7.5.2. Integral EMOTION #

Scatter plot:

  • X-axis: Valence
  • Y-axis: Arousal
  • Points: each point represents one moment in time
  • Colors: different sections have different colors
  • Large points: median values for each section

Emotion quadrants:

  • Upper right (high valence, high arousal): joy, enthusiasm
  • Upper left (low valence, high arousal): anxiety, anger
  • Lower left (low valence, low arousal): sadness, depression
  • Lower right (high valence, low arousal): calmness, satisfaction

Physiological explanation of the emotion quadrants:

Upper right quadrant (High valence + High arousal):

  • Emotions: joy, enthusiasm, excitement, delight
  • Physiology:
    • activation of the left hemisphere (positive emotions)
    • high beta activity (active thinking)
    • increased sympathetic activity, but in a positive context
    • dopamine and endorphin release
  • Behavior: activity, goal-directed behavior, positive motivation

Upper left quadrant (Low valence + High arousal):

  • Emotions: anxiety, anger, fear, panic
  • Physiology:
    • activation of the right hemisphere (negative emotions)
    • high beta activity (stress, tension)
    • high sympathetic activity (“fight or flight” response)
    • cortisol and adrenaline release
  • Behavior: avoidance, defense, aggression

Lower left quadrant (Low valence + Low arousal):

  • Emotions: sadness, depression, apathy, gloom
  • Physiology:
    • activation of the right hemisphere (negative emotions)
    • low beta activity (reduced cognitive activation)
    • high alpha activity, but in a negative context
    • reduced sympathetic activity
    • possible neurotransmitter imbalances (serotonin, dopamine)
  • Behavior: passivity, avoidance, reduced motivation

Lower right quadrant (High valence + Low arousal):

  • Emotions: calmness, satisfaction, relaxation, peacefulness
  • Physiology:
    • activation of the left hemisphere (positive emotions)
    • high alpha activity (relaxation)
    • low beta activity (absence of stress)
    • high parasympathetic activity
    • balanced autonomic nervous system
  • Behavior: rest, recovery, positive relaxation

Important:

The quadrants are conditional and show not absolute emotions, but changes in emotion:

  • left to right: from less positive to more positive (or less negative)
  • bottom to top: from weaker to stronger

Emotion dynamics:

  • Emotions are not static; points may move between quadrants.
  • Transitions reflect changes in emotional state.
  • A healthy person may appear in different quadrants depending on the situation.
  • A problem may exist if a person remains in one quadrant continuously, especially a negative one.
Updated on 21.03.2026

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7.4. Emotion Calculation Method7.6. Section Selection
Table of Contents
  • 7.5.1. Local EMOTION
  • 7.5.2. Integral EMOTION

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We strive to empower our users with the tools to effectively manage stress, prevent burnout, and optimize their well-being.

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