Gemotions

PCA Analysis

Principal Component Analysis of 171 emotion vectors
Layer: 5 10 15 20 25 30 35 40 45 50 55

PCA Scatter - Layer 50

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.5%
PC212.7%
PC310.4%
PC46.5%
PC54.5%
Total68.6%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 50

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -1.72 -0.29 0.87 -0.21 0.70
alarmed Fear / Anxiety -1.32 0.00 0.91 -0.21 0.56
alert Alertness -0.17 0.06 0.88 0.24 0.86
amazed Surprise / Confusion 0.35 -0.44 0.85 -0.74 0.22
amused Positive / Joy 2.08 0.81 0.43 0.32 -0.17
angry Anger / Hostility -1.26 1.19 0.70 0.26 -0.60
annoyed Anger / Hostility -0.33 1.13 0.41 0.79 -0.21
anxious Fear / Anxiety -1.23 -0.01 0.56 -0.15 0.64
aroused Alertness -0.52 -0.63 1.34 -0.59 0.94
ashamed Shame / Guilt -0.98 0.49 -0.82 -0.46 -0.14
astonished Surprise / Confusion -0.70 -0.17 0.75 -0.15 0.19
at ease Calm / Serenity 1.52 -1.45 -0.01 1.51 0.03
awestruck Surprise / Confusion -0.28 -0.92 0.27 -0.70 0.46
bewildered Surprise / Confusion -1.15 -0.34 0.32 -0.21 0.53
bitter Shame / Guilt -0.96 0.47 -0.75 -0.02 -0.71
blissful Positive / Joy 1.81 -1.19 0.33 0.35 -0.27
bored Fatigue / Lethargy -0.02 -0.53 -0.40 1.24 -0.09
brooding Sadness / Despair -1.55 -0.24 -0.45 0.35 -0.56
calm Calm / Serenity 1.58 -0.95 -0.25 1.53 0.81
cheerful Positive / Joy 2.38 -0.52 0.82 0.97 -0.24
compassionate Compassion / Love 1.90 0.41 -1.41 -0.63 1.21
contemptuous Anger / Hostility -0.09 1.37 -0.57 0.56 -0.44
content Calm / Serenity 1.64 -1.36 -0.15 1.18 -0.11
defiant Defiance / Spite 0.84 2.02 -0.43 0.13 -0.07
delighted Positive / Joy 2.28 -0.15 1.19 -0.63 -0.54
dependent Shame / Guilt -0.46 0.07 -0.92 -1.07 0.29
depressed Sadness / Despair -1.14 -0.79 -0.99 0.14 -0.45
desperate Sadness / Despair -1.00 0.18 -0.08 -0.35 -0.34
disdainful Anger / Hostility -0.05 1.20 -0.49 0.79 -0.31
disgusted Anger / Hostility -1.48 0.52 0.35 0.05 -0.49
disoriented Surprise / Confusion -1.64 -0.81 0.51 -0.06 0.42
dispirited Sadness / Despair -1.06 -0.76 -0.86 0.05 -0.65
distressed Fear / Anxiety -1.50 -0.25 0.39 -0.26 -0.08
disturbed Fear / Anxiety -1.86 -0.28 0.52 -0.24 0.09
docile Passivity 0.19 -0.98 -0.60 0.88 0.71
droopy Fatigue / Lethargy -0.64 -0.75 -0.55 0.68 -0.18
dumbstruck Surprise / Confusion -1.33 -0.40 0.76 -0.07 0.37
eager Positive / Joy 1.71 0.24 0.85 -0.01 0.20
ecstatic Positive / Joy 1.88 0.00 1.44 -0.80 -0.62
elated Positive / Joy 2.01 -0.07 1.21 -0.57 -0.65
embarrassed Embarrassment -0.55 0.71 0.10 0.00 0.28
empathetic Compassion / Love 0.94 -0.03 -1.64 -1.13 0.66
energized Positive / Joy 1.89 0.39 1.02 -0.07 -0.29
enraged Anger / Hostility -1.36 1.30 0.96 0.21 -0.67
enthusiastic Positive / Joy 2.23 0.09 0.99 -0.17 -0.16
envious Shame / Guilt -0.15 0.69 -0.87 -0.33 -0.27
euphoric Positive / Joy 1.58 -0.40 1.45 -0.70 -0.70
exasperated Anger / Hostility -0.58 1.01 0.37 0.48 -0.56
excited Positive / Joy 1.89 0.13 1.21 -0.21 -0.03
exuberant Positive / Joy 1.97 -0.18 1.25 0.04 -0.57
frightened Fear / Anxiety -1.77 -0.24 1.03 -0.19 0.70
frustrated Anger / Hostility -0.95 0.70 0.41 0.33 -0.69
fulfilled Positive / Joy 1.80 -1.24 -0.46 0.07 -0.46
furious Anger / Hostility -1.28 1.15 0.89 0.22 -0.65
gloomy Sadness / Despair -0.97 -0.91 -0.72 0.38 -0.35
grateful Positive / Joy 2.19 -0.77 -0.84 -1.30 0.17
greedy Defiance / Spite 1.12 1.41 -0.71 -0.69 -0.05
grief-stricken Sadness / Despair -1.35 -0.95 -0.65 -0.34 -0.47
grumpy Anger / Hostility -0.37 0.72 -0.03 0.93 -0.23
guilty Shame / Guilt -0.72 0.48 -1.29 -0.75 0.06
happy Positive / Joy 2.32 -0.67 0.57 0.15 -0.33
hateful Anger / Hostility -0.93 1.33 -0.15 -0.01 -0.59
heartbroken Sadness / Despair -1.56 -0.89 -0.71 -0.38 -0.70
hope Positive / Joy 2.09 -0.30 -0.05 -0.92 0.19
hopeful Positive / Joy 2.15 -0.44 0.17 -0.49 0.15
horrified Fear / Anxiety -1.68 -0.08 0.76 -0.42 -0.01
hostile Anger / Hostility -0.98 1.29 0.32 0.50 -0.40
humiliated Embarrassment -1.00 0.51 -0.09 -0.25 -0.14
hurt Fear / Anxiety -1.45 -0.40 -0.29 -0.35 -0.23
hysterical Fear / Anxiety -2.09 0.02 1.76 -0.27 0.04
impatient Anger / Hostility -0.11 1.06 0.45 0.76 0.15
indifferent Passivity 0.65 0.48 -0.71 1.52 0.67
indignant Anger / Hostility -0.20 1.51 0.13 0.28 -0.33
infatuated Compassion / Love 0.94 -0.07 -0.28 -1.27 0.87
inspired Positive / Joy 1.79 0.00 0.27 -1.10 0.00
insulted Anger / Hostility -0.53 0.93 -0.08 0.06 -0.20
invigorated Positive / Joy 1.89 0.12 1.01 -0.73 -0.35
irate Anger / Hostility -1.11 1.28 0.75 0.21 -0.79
irritated Anger / Hostility -0.50 1.02 0.43 0.81 -0.31
jealous Shame / Guilt -0.26 0.76 -0.75 -0.25 0.00
joyful Positive / Joy 2.34 -0.35 0.89 -0.05 -0.41
jubilant Positive / Joy 2.14 -0.10 1.01 -0.41 -0.76
kind Compassion / Love 2.58 0.38 -1.12 -0.38 1.28
lazy Fatigue / Lethargy 0.01 0.06 -0.68 1.14 -0.17
listless Fatigue / Lethargy -0.53 -0.78 -0.93 0.59 -0.34
lonely Sadness / Despair -0.75 -1.07 -1.07 0.16 -0.08
loving Compassion / Love 2.12 -0.68 -0.46 -0.68 0.50
mad Anger / Hostility -1.20 1.22 0.83 0.34 -0.49
melancholy Sadness / Despair -1.05 -1.22 -1.05 0.04 -0.40
miserable Sadness / Despair -1.33 -0.58 -0.49 0.00 -0.60
mortified Embarrassment -0.80 0.48 0.35 -0.21 0.00
mystified Surprise / Confusion -0.75 -0.20 -0.04 -0.10 0.52
nervous Fear / Anxiety -0.73 -0.09 0.54 0.28 0.79
nostalgic Nostalgia / Reflection 0.47 -1.72 -1.31 -0.55 -0.31
obstinate Defiance / Spite 0.44 2.00 -0.73 0.36 0.27
offended Anger / Hostility -0.63 0.91 -0.04 -0.05 -0.19
on edge Fear / Anxiety -1.12 0.07 0.57 0.31 0.48
optimistic Positive / Joy 2.66 -0.34 0.33 -0.13 -0.05
outraged Anger / Hostility -1.24 1.15 0.79 0.01 -0.65
overwhelmed Fear / Anxiety -1.57 -0.34 0.79 0.02 0.01
panicked Fear / Anxiety -1.51 0.24 1.20 -0.23 0.49
paranoid Suspicion / Vigilance -1.24 0.56 0.04 -0.14 1.23
patient Passivity 1.71 0.17 -0.70 0.73 1.18
peaceful Calm / Serenity 1.26 -1.63 -0.07 1.52 0.13
perplexed Surprise / Confusion -0.85 -0.17 0.00 -0.17 0.52
playful Positive / Joy 2.74 1.13 0.93 0.71 -0.03
pleased Positive / Joy 2.16 -0.26 0.24 -0.41 -0.26
proud Positive / Joy 2.21 0.14 -0.28 -0.43 0.02
puzzled Surprise / Confusion -0.73 -0.20 0.09 0.02 0.63
rattled Fear / Anxiety -1.41 -0.11 0.53 -0.12 0.35
reflective Nostalgia / Reflection -0.77 -1.14 -1.13 -0.46 -0.14
refreshed Positive / Joy 1.81 -0.79 0.29 -0.01 -0.39
regretful Shame / Guilt -0.79 0.07 -1.64 -0.92 -0.71
rejuvenated Positive / Joy 1.86 -0.67 0.31 -0.93 -0.57
relaxed Calm / Serenity 1.34 -1.30 0.03 1.77 -0.02
relieved Positive / Joy 1.14 -0.80 0.10 -0.89 -0.43
remorseful Shame / Guilt -0.79 0.34 -1.62 -0.91 -0.51
resentful Shame / Guilt -0.70 0.89 -0.73 -0.12 -0.57
resigned Passivity -0.23 0.00 -1.15 0.51 -0.19
restless Fatigue / Lethargy -0.37 0.11 0.36 0.49 -0.01
sad Sadness / Despair -1.46 -1.07 -0.63 -0.10 -0.32
safe Calm / Serenity 0.95 -1.40 -0.15 1.33 -0.04
satisfied Positive / Joy 1.82 -0.93 -0.09 0.00 -0.38
scared Fear / Anxiety -1.81 -0.39 0.92 -0.26 0.70
scornful Anger / Hostility -0.27 1.23 -0.61 0.28 -0.51
self-confident Positive / Joy 2.06 0.47 -0.28 0.59 0.21
self-conscious Embarrassment -0.50 0.28 -0.08 -0.05 0.73
self-critical Shame / Guilt -0.69 0.56 -1.08 -0.62 -0.22
sensitive Fear / Anxiety -1.32 -0.49 0.27 -0.14 0.26
sentimental Nostalgia / Reflection 0.42 -1.50 -1.38 -0.73 -0.01
serene Calm / Serenity 1.39 -1.73 -0.19 1.36 0.40
shaken Fear / Anxiety -1.73 -0.44 0.69 -0.21 0.41
shocked Surprise / Confusion -1.48 -0.37 1.00 -0.27 0.25
skeptical Suspicion / Vigilance 0.17 0.82 -0.69 0.36 0.62
sleepy Fatigue / Lethargy -0.57 -0.83 0.21 1.03 0.31
sluggish Fatigue / Lethargy -0.28 -0.58 -0.35 0.86 -0.07
smug Positive / Joy 2.11 1.00 -0.80 0.57 0.02
sorry Sadness / Despair -1.15 -0.43 -0.97 -0.41 -0.46
spiteful Defiance / Spite 1.57 2.22 -0.98 0.30 0.07
stimulated Alertness 0.11 0.11 1.41 -0.56 0.33
stressed Fear / Anxiety -0.88 -0.11 0.35 0.21 0.04
stubborn Defiance / Spite 0.80 2.20 -0.92 0.06 0.37
stuck Sadness / Despair -1.19 -0.61 -0.67 -0.36 -0.59
sullen Sadness / Despair -0.83 -0.06 -0.60 0.62 -0.31
surprised Surprise / Confusion -0.49 -0.11 0.67 0.02 0.39
suspicious Suspicion / Vigilance -0.36 0.51 -0.32 0.21 1.25
sympathetic Compassion / Love 0.67 -0.04 -1.36 -0.78 0.56
tense Fear / Anxiety -0.91 -0.09 0.43 0.38 0.39
terrified Fear / Anxiety -1.88 -0.24 1.06 -0.41 0.56
thankful Positive / Joy 2.00 -0.95 -0.64 -1.00 0.10
thrilled Positive / Joy 2.00 0.11 1.18 -0.67 -0.44
tired Fatigue / Lethargy -0.55 -0.56 -0.33 0.65 -0.26
tormented Fear / Anxiety -2.04 -0.35 0.07 -0.33 -0.25
trapped Sadness / Despair -1.81 -0.60 -0.08 -0.44 -0.30
triumphant Positive / Joy 2.05 0.07 0.25 -0.67 -0.82
troubled Fear / Anxiety -1.36 -0.50 -0.22 -0.25 -0.16
uneasy Fear / Anxiety -1.09 -0.20 0.30 0.07 0.65
unhappy Sadness / Despair -0.98 -0.57 -0.59 0.00 -0.57
unnerved Fear / Anxiety -1.46 -0.26 0.56 -0.13 0.68
unsettled Fear / Anxiety -1.39 -0.39 0.08 -0.12 0.32
upset Fear / Anxiety -1.42 -0.16 0.23 -0.05 -0.40
valiant Defiance / Spite 1.63 1.26 -0.17 -0.54 0.70
vengeful Defiance / Spite 1.29 2.13 -1.10 0.06 0.20
vibrant Positive / Joy 1.55 -0.72 0.74 0.54 -0.44
vigilant Suspicion / Vigilance 0.04 0.83 -0.01 0.15 1.51
vindictive Defiance / Spite 1.83 2.36 -1.19 0.12 0.36
vulnerable Fear / Anxiety -1.26 -0.51 -0.13 -0.37 0.20
weary Fatigue / Lethargy -0.92 -0.62 -0.50 0.39 -0.40
worn out Fatigue / Lethargy -0.69 -0.67 -0.35 0.54 -0.35
worried Fear / Anxiety -1.23 -0.15 0.27 -0.14 0.50
worthless Sadness / Despair -1.11 -0.33 -1.13 -0.30 -0.57