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 55

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC132.3%
PC212.4%
PC310.0%
PC46.7%
PC54.8%
Total66.1%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 55

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -1.41 -0.01 0.78 -0.15 0.58
alarmed Fear / Anxiety -1.06 0.21 0.74 -0.10 0.55
alert Alertness -0.18 0.22 0.71 0.26 0.69
amazed Surprise / Confusion 0.31 -0.20 0.68 -0.63 0.42
amused Positive / Joy 1.73 0.73 0.24 0.31 -0.09
angry Anger / Hostility -1.03 1.03 0.37 0.18 -0.54
annoyed Anger / Hostility -0.22 1.00 0.16 0.66 -0.18
anxious Fear / Anxiety -1.01 0.13 0.45 -0.08 0.48
aroused Alertness -0.42 -0.25 1.14 -0.42 0.86
ashamed Shame / Guilt -0.77 0.31 -0.74 -0.41 -0.08
astonished Surprise / Confusion -0.50 0.06 0.60 -0.07 0.42
at ease Calm / Serenity 1.24 -1.22 0.21 1.36 0.06
awestruck Surprise / Confusion -0.22 -0.69 0.35 -0.54 0.54
bewildered Surprise / Confusion -0.93 -0.16 0.26 -0.16 0.56
bitter Shame / Guilt -0.77 0.20 -0.68 -0.07 -0.58
blissful Positive / Joy 1.48 -0.98 0.47 0.22 -0.24
bored Fatigue / Lethargy -0.10 -0.51 -0.26 0.98 -0.27
brooding Sadness / Despair -1.25 -0.34 -0.35 0.20 -0.53
calm Calm / Serenity 1.28 -0.79 -0.10 1.43 0.77
cheerful Positive / Joy 1.99 -0.30 0.85 0.77 -0.39
compassionate Compassion / Love 1.55 0.19 -1.24 -0.36 0.99
contemptuous Anger / Hostility -0.07 0.95 -0.63 0.45 -0.41
content Calm / Serenity 1.36 -1.21 0.07 1.04 -0.03
defiant Defiance / Spite 0.66 1.57 -0.67 0.11 -0.13
delighted Positive / Joy 1.87 0.09 0.97 -0.59 -0.40
dependent Shame / Guilt -0.42 -0.12 -0.71 -0.81 0.23
depressed Sadness / Despair -0.96 -0.88 -0.62 0.03 -0.57
desperate Sadness / Despair -0.83 0.17 -0.08 -0.31 -0.28
disdainful Anger / Hostility -0.02 0.87 -0.53 0.67 -0.29
disgusted Anger / Hostility -1.18 0.49 0.19 0.08 -0.39
disoriented Surprise / Confusion -1.39 -0.51 0.48 -0.10 0.44
dispirited Sadness / Despair -0.89 -0.85 -0.54 -0.02 -0.66
distressed Fear / Anxiety -1.21 -0.13 0.35 -0.23 -0.06
disturbed Fear / Anxiety -1.53 -0.14 0.45 -0.20 0.08
docile Passivity 0.10 -0.88 -0.33 0.78 0.58
droopy Fatigue / Lethargy -0.55 -0.76 -0.26 0.53 -0.36
dumbstruck Surprise / Confusion -1.05 -0.12 0.62 -0.04 0.49
eager Positive / Joy 1.43 0.43 0.68 -0.02 0.08
ecstatic Positive / Joy 1.54 0.22 1.14 -0.79 -0.50
elated Positive / Joy 1.66 0.14 0.99 -0.60 -0.54
embarrassed Embarrassment -0.41 0.68 -0.03 0.02 0.29
empathetic Compassion / Love 0.77 -0.26 -1.34 -0.79 0.64
energized Positive / Joy 1.56 0.48 0.81 -0.13 -0.33
enraged Anger / Hostility -1.11 1.15 0.56 0.14 -0.54
enthusiastic Positive / Joy 1.86 0.27 0.82 -0.17 -0.24
envious Shame / Guilt -0.09 0.36 -0.83 -0.32 -0.17
euphoric Positive / Joy 1.28 -0.13 1.22 -0.73 -0.57
exasperated Anger / Hostility -0.38 0.89 0.12 0.38 -0.39
excited Positive / Joy 1.61 0.36 1.01 -0.18 -0.08
exuberant Positive / Joy 1.64 0.06 1.08 -0.08 -0.59
frightened Fear / Anxiety -1.44 0.04 0.90 -0.09 0.55
frustrated Anger / Hostility -0.71 0.65 0.23 0.26 -0.49
fulfilled Positive / Joy 1.50 -1.16 -0.20 0.04 -0.28
furious Anger / Hostility -1.04 1.06 0.53 0.16 -0.50
gloomy Sadness / Despair -0.83 -0.95 -0.40 0.25 -0.49
grateful Positive / Joy 1.78 -0.74 -0.68 -1.06 0.35
greedy Defiance / Spite 0.87 1.01 -0.84 -0.48 -0.10
grief-stricken Sadness / Despair -1.11 -0.90 -0.39 -0.34 -0.36
grumpy Anger / Hostility -0.28 0.54 -0.11 0.78 -0.36
guilty Shame / Guilt -0.59 0.19 -1.13 -0.58 0.06
happy Positive / Joy 1.91 -0.47 0.60 0.08 -0.38
hateful Anger / Hostility -0.78 0.94 -0.30 0.01 -0.61
heartbroken Sadness / Despair -1.29 -0.89 -0.41 -0.39 -0.60
hope Positive / Joy 1.73 -0.21 -0.08 -0.79 0.27
hopeful Positive / Joy 1.78 -0.31 0.19 -0.40 0.10
horrified Fear / Anxiety -1.37 0.08 0.62 -0.30 0.09
hostile Anger / Hostility -0.80 1.03 0.05 0.36 -0.40
humiliated Embarrassment -0.77 0.44 -0.14 -0.22 -0.05
hurt Fear / Anxiety -1.18 -0.38 -0.20 -0.34 -0.12
hysterical Fear / Anxiety -1.73 0.39 1.40 -0.27 0.10
impatient Anger / Hostility -0.04 1.02 0.21 0.65 0.03
indifferent Passivity 0.50 0.39 -0.69 1.18 0.60
indignant Anger / Hostility -0.14 1.22 -0.09 0.28 -0.22
infatuated Compassion / Love 0.75 -0.02 -0.25 -0.96 0.75
inspired Positive / Joy 1.39 0.01 0.10 -0.95 0.03
insulted Anger / Hostility -0.39 0.71 -0.23 0.07 -0.08
invigorated Positive / Joy 1.53 0.24 0.78 -0.73 -0.31
irate Anger / Hostility -0.85 1.11 0.41 0.17 -0.56
irritated Anger / Hostility -0.35 0.93 0.20 0.67 -0.28
jealous Shame / Guilt -0.17 0.44 -0.75 -0.25 0.01
joyful Positive / Joy 1.92 -0.15 0.79 -0.11 -0.43
jubilant Positive / Joy 1.80 0.09 0.86 -0.46 -0.65
kind Compassion / Love 2.13 0.20 -1.03 -0.17 1.05
lazy Fatigue / Lethargy 0.00 -0.09 -0.45 1.00 -0.36
listless Fatigue / Lethargy -0.46 -0.82 -0.59 0.42 -0.45
lonely Sadness / Despair -0.64 -1.10 -0.71 0.10 -0.19
loving Compassion / Love 1.78 -0.61 -0.32 -0.52 0.48
mad Anger / Hostility -0.98 1.07 0.47 0.24 -0.46
melancholy Sadness / Despair -0.88 -1.26 -0.65 -0.01 -0.44
miserable Sadness / Despair -1.09 -0.60 -0.28 -0.07 -0.59
mortified Embarrassment -0.63 0.52 0.20 -0.17 0.10
mystified Surprise / Confusion -0.61 -0.12 -0.04 -0.04 0.58
nervous Fear / Anxiety -0.57 0.09 0.46 0.27 0.61
nostalgic Nostalgia / Reflection 0.35 -1.62 -0.86 -0.46 0.01
obstinate Defiance / Spite 0.36 1.54 -0.89 0.33 0.14
offended Anger / Hostility -0.50 0.68 -0.16 -0.04 -0.11
on edge Fear / Anxiety -0.93 0.18 0.45 0.29 0.29
optimistic Positive / Joy 2.21 -0.23 0.34 -0.13 -0.18
outraged Anger / Hostility -0.98 1.03 0.47 -0.02 -0.45
overwhelmed Fear / Anxiety -1.30 -0.13 0.69 0.00 -0.02
panicked Fear / Anxiety -1.26 0.46 0.92 -0.20 0.44
paranoid Suspicion / Vigilance -1.03 0.53 -0.01 -0.04 0.85
patient Passivity 1.38 0.13 -0.64 0.73 1.04
peaceful Calm / Serenity 1.01 -1.39 0.20 1.40 0.20
perplexed Surprise / Confusion -0.68 -0.11 -0.01 -0.09 0.53
playful Positive / Joy 2.18 1.08 0.61 0.57 -0.25
pleased Positive / Joy 1.79 -0.18 0.21 -0.39 -0.11
proud Positive / Joy 1.80 0.08 -0.32 -0.39 0.12
puzzled Surprise / Confusion -0.56 -0.07 0.07 0.09 0.69
rattled Fear / Anxiety -1.16 0.02 0.44 -0.10 0.31
reflective Nostalgia / Reflection -0.69 -1.16 -0.77 -0.38 -0.01
refreshed Positive / Joy 1.48 -0.63 0.37 -0.14 -0.25
regretful Shame / Guilt -0.62 -0.23 -1.35 -0.78 -0.46
rejuvenated Positive / Joy 1.48 -0.55 0.32 -0.94 -0.39
relaxed Calm / Serenity 1.08 -1.11 0.24 1.58 -0.01
relieved Positive / Joy 0.90 -0.61 0.12 -0.83 -0.04
remorseful Shame / Guilt -0.60 0.02 -1.39 -0.75 -0.33
resentful Shame / Guilt -0.55 0.54 -0.71 -0.14 -0.46
resigned Passivity -0.16 -0.13 -0.97 0.33 -0.08
restless Fatigue / Lethargy -0.35 0.15 0.24 0.36 -0.17
sad Sadness / Despair -1.22 -1.03 -0.31 -0.14 -0.37
safe Calm / Serenity 0.73 -1.24 0.09 1.24 0.01
satisfied Positive / Joy 1.52 -0.79 0.02 -0.04 -0.09
scared Fear / Anxiety -1.50 -0.12 0.83 -0.15 0.55
scornful Anger / Hostility -0.23 0.84 -0.65 0.21 -0.42
self-confident Positive / Joy 1.66 0.32 -0.26 0.48 0.07
self-conscious Embarrassment -0.41 0.27 -0.09 -0.01 0.59
self-critical Shame / Guilt -0.58 0.25 -0.94 -0.54 -0.14
sensitive Fear / Anxiety -1.10 -0.34 0.32 -0.09 0.17
sentimental Nostalgia / Reflection 0.32 -1.43 -0.98 -0.58 0.22
serene Calm / Serenity 1.12 -1.52 0.13 1.29 0.43
shaken Fear / Anxiety -1.44 -0.22 0.59 -0.16 0.41
shocked Surprise / Confusion -1.19 -0.06 0.83 -0.18 0.43
skeptical Suspicion / Vigilance 0.14 0.57 -0.66 0.37 0.53
sleepy Fatigue / Lethargy -0.48 -0.58 0.35 0.89 0.12
sluggish Fatigue / Lethargy -0.24 -0.58 -0.06 0.73 -0.28
smug Positive / Joy 1.74 0.64 -0.78 0.50 0.04
sorry Sadness / Despair -0.93 -0.54 -0.73 -0.38 -0.32
spiteful Defiance / Spite 1.22 1.62 -1.08 0.32 -0.06
stimulated Alertness 0.08 0.32 1.09 -0.48 0.28
stressed Fear / Anxiety -0.73 -0.01 0.35 0.20 -0.05
stubborn Defiance / Spite 0.66 1.68 -1.07 0.11 0.23
stuck Sadness / Despair -0.97 -0.64 -0.43 -0.36 -0.51
sullen Sadness / Despair -0.68 -0.19 -0.48 0.43 -0.42
surprised Surprise / Confusion -0.33 0.10 0.52 0.06 0.56
suspicious Suspicion / Vigilance -0.32 0.39 -0.31 0.28 0.97
sympathetic Compassion / Love 0.57 -0.20 -1.15 -0.55 0.57
tense Fear / Anxiety -0.73 0.03 0.41 0.35 0.27
terrified Fear / Anxiety -1.58 0.04 0.94 -0.28 0.44
thankful Positive / Joy 1.64 -0.89 -0.46 -0.82 0.29
thrilled Positive / Joy 1.66 0.29 0.94 -0.63 -0.32
tired Fatigue / Lethargy -0.44 -0.51 -0.14 0.54 -0.33
tormented Fear / Anxiety -1.67 -0.31 0.12 -0.32 -0.27
trapped Sadness / Despair -1.51 -0.53 0.04 -0.44 -0.31
triumphant Positive / Joy 1.69 0.07 0.17 -0.66 -0.58
troubled Fear / Anxiety -1.13 -0.47 -0.09 -0.23 -0.17
uneasy Fear / Anxiety -0.90 -0.09 0.27 0.11 0.53
unhappy Sadness / Despair -0.80 -0.61 -0.39 -0.05 -0.55
unnerved Fear / Anxiety -1.19 -0.09 0.48 -0.08 0.59
unsettled Fear / Anxiety -1.17 -0.31 0.12 -0.09 0.25
upset Fear / Anxiety -1.15 -0.10 0.21 -0.10 -0.32
valiant Defiance / Spite 1.29 1.01 -0.36 -0.38 0.48
vengeful Defiance / Spite 0.95 1.49 -1.16 0.14 0.02
vibrant Positive / Joy 1.28 -0.50 0.86 0.38 -0.51
vigilant Suspicion / Vigilance -0.03 0.74 -0.12 0.24 1.10
vindictive Defiance / Spite 1.40 1.66 -1.26 0.23 0.11
vulnerable Fear / Anxiety -1.06 -0.43 -0.03 -0.30 0.16
weary Fatigue / Lethargy -0.74 -0.61 -0.29 0.30 -0.41
worn out Fatigue / Lethargy -0.57 -0.63 -0.09 0.45 -0.45
worried Fear / Anxiety -0.98 -0.04 0.25 -0.06 0.42
worthless Sadness / Despair -0.91 -0.48 -0.84 -0.35 -0.52