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 5

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC134.9%
PC214.0%
PC310.3%
PC47.7%
PC55.4%
Total72.3%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 5

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -1.53 -0.41 -0.32 0.43 0.57
alarmed Fear / Anxiety -1.24 -0.14 -0.55 0.41 0.37
alert Alertness -0.25 -0.14 -0.52 0.16 0.98
amazed Surprise / Confusion -0.19 -0.29 -0.52 0.76 -0.13
amused Positive / Joy 1.19 0.50 -0.90 -0.62 -0.93
angry Anger / Hostility -1.13 0.71 -0.60 -0.32 0.08
annoyed Anger / Hostility -0.24 0.73 -0.73 -0.72 -0.12
anxious Fear / Anxiety -1.01 0.03 -0.20 0.38 0.50
aroused Alertness -0.79 -0.56 -0.62 0.87 0.77
ashamed Shame / Guilt -0.74 0.71 0.69 0.30 -0.18
astonished Surprise / Confusion -0.79 -0.16 -0.52 0.19 -0.09
at ease Calm / Serenity 1.50 -1.35 -0.12 -0.97 0.36
awestruck Surprise / Confusion -0.39 -0.73 0.04 0.55 -0.15
bewildered Surprise / Confusion -0.99 -0.22 -0.07 0.28 0.19
bitter Shame / Guilt -0.69 0.35 0.50 -0.35 -0.48
blissful Positive / Joy 1.56 -1.01 -0.17 0.02 -0.10
bored Fatigue / Lethargy 0.27 -0.49 0.05 -1.19 -0.03
brooding Sadness / Despair -1.15 -0.24 0.24 -0.36 -0.01
calm Calm / Serenity 1.56 -1.03 -0.03 -1.02 1.29
cheerful Positive / Joy 2.02 -0.59 -1.01 -0.36 -0.46
compassionate Compassion / Love 1.87 0.57 1.06 0.40 0.56
contemptuous Anger / Hostility -0.12 1.04 0.02 -0.78 -0.51
content Calm / Serenity 1.78 -1.25 0.07 -0.57 0.24
defiant Defiance / Spite 0.62 1.85 0.07 -0.31 0.42
delighted Positive / Joy 1.21 -0.16 -1.06 0.61 -0.67
dependent Shame / Guilt -0.27 0.47 1.21 1.05 -0.18
depressed Sadness / Despair -0.75 -0.55 0.75 -0.40 -0.46
desperate Sadness / Despair -0.81 0.30 0.30 0.33 0.03
disdainful Anger / Hostility -0.05 0.89 -0.20 -0.97 -0.47
disgusted Anger / Hostility -1.34 0.27 -0.34 -0.34 -0.57
disoriented Surprise / Confusion -1.30 -0.59 -0.06 0.33 0.22
dispirited Sadness / Despair -0.72 -0.62 0.63 -0.32 -0.73
distressed Fear / Anxiety -1.28 -0.29 -0.13 0.29 0.04
disturbed Fear / Anxiety -1.58 -0.35 -0.16 0.15 0.13
docile Passivity 0.25 -0.87 0.17 -0.76 0.72
droopy Fatigue / Lethargy -0.33 -0.61 0.23 -0.61 -0.28
dumbstruck Surprise / Confusion -1.27 -0.33 -0.42 0.16 0.07
eager Positive / Joy 1.15 0.25 -0.76 0.35 0.24
ecstatic Positive / Joy 0.94 0.09 -1.06 0.81 -0.49
elated Positive / Joy 1.11 -0.01 -0.89 0.66 -0.58
embarrassed Embarrassment -0.54 0.55 -0.19 0.00 -0.24
empathetic Compassion / Love 0.95 0.30 1.40 0.78 0.01
energized Positive / Joy 1.17 0.25 -0.93 0.30 -0.05
enraged Anger / Hostility -1.28 0.80 -0.81 -0.24 0.08
enthusiastic Positive / Joy 1.68 0.09 -1.09 0.42 -0.42
envious Shame / Guilt 0.21 0.51 0.67 -0.02 -0.41
euphoric Positive / Joy 0.66 -0.33 -0.94 0.80 -0.55
exasperated Anger / Hostility -0.37 0.75 -0.56 -0.39 -0.28
excited Positive / Joy 1.20 0.13 -1.08 0.51 -0.08
exuberant Positive / Joy 1.32 -0.17 -1.20 0.29 -0.53
frightened Fear / Anxiety -1.50 -0.43 -0.44 0.35 0.56
frustrated Anger / Hostility -0.75 0.45 -0.45 -0.27 -0.16
fulfilled Positive / Joy 1.80 -1.03 0.53 0.09 -0.25
furious Anger / Hostility -1.25 0.70 -0.76 -0.30 -0.09
gloomy Sadness / Despair -0.66 -0.82 0.44 -0.50 -0.39
grateful Positive / Joy 1.89 -0.38 0.94 0.94 0.11
greedy Defiance / Spite 0.87 1.33 0.79 0.48 -0.40
grief-stricken Sadness / Despair -0.88 -0.66 0.71 -0.04 -0.33
grumpy Anger / Hostility -0.29 0.45 -0.36 -0.86 -0.16
guilty Shame / Guilt -0.48 0.79 1.19 0.47 0.01
happy Positive / Joy 1.85 -0.69 -0.53 0.08 -0.32
hateful Anger / Hostility -0.78 0.92 0.02 -0.22 -0.22
heartbroken Sadness / Despair -1.06 -0.64 0.69 -0.05 -0.57
hope Positive / Joy 1.60 -0.06 0.26 0.89 0.32
hopeful Positive / Joy 1.80 -0.29 -0.06 0.54 0.10
horrified Fear / Anxiety -1.50 -0.18 -0.41 0.34 -0.12
hostile Anger / Hostility -0.90 0.88 -0.49 -0.45 0.16
humiliated Embarrassment -0.85 0.40 0.02 0.01 -0.39
hurt Fear / Anxiety -1.07 -0.37 0.30 0.06 -0.06
hysterical Fear / Anxiety -1.89 -0.09 -1.05 0.52 0.36
impatient Anger / Hostility 0.01 0.84 -0.44 -0.36 0.42
indifferent Passivity 0.88 0.33 0.05 -1.66 1.25
indignant Anger / Hostility -0.24 1.12 -0.36 -0.33 -0.31
infatuated Compassion / Love 0.51 0.46 0.60 1.28 0.05
inspired Positive / Joy 1.31 0.06 0.06 0.79 0.43
insulted Anger / Hostility -0.39 0.58 -0.09 -0.28 -0.16
invigorated Positive / Joy 1.07 0.07 -0.70 0.77 -0.07
irate Anger / Hostility -1.04 0.79 -0.71 -0.22 -0.27
irritated Anger / Hostility -0.42 0.67 -0.68 -0.70 -0.17
jealous Shame / Guilt 0.06 0.50 0.61 -0.01 -0.19
joyful Positive / Joy 1.71 -0.34 -0.78 0.19 -0.50
jubilant Positive / Joy 1.42 -0.02 -0.86 0.53 -0.70
kind Compassion / Love 2.44 0.45 0.65 0.27 0.65
lazy Fatigue / Lethargy 0.20 0.03 0.16 -1.13 -0.39
listless Fatigue / Lethargy -0.20 -0.57 0.57 -0.74 -0.42
lonely Sadness / Despair -0.22 -0.91 0.87 -0.61 -0.17
loving Compassion / Love 1.89 -0.37 0.55 0.89 0.17
mad Anger / Hostility -1.08 0.73 -0.73 -0.32 0.25
melancholy Sadness / Despair -0.61 -1.01 0.83 -0.34 -0.53
miserable Sadness / Despair -0.97 -0.48 0.39 -0.11 -0.46
mortified Embarrassment -0.75 0.39 -0.26 0.16 -0.34
mystified Surprise / Confusion -0.66 -0.06 0.14 0.14 0.01
nervous Fear / Anxiety -0.51 -0.08 -0.26 0.04 0.66
nostalgic Nostalgia / Reflection 0.76 -1.18 1.35 -0.08 -0.58
obstinate Defiance / Spite 0.37 2.07 0.30 -0.28 0.52
offended Anger / Hostility -0.59 0.53 -0.07 -0.20 -0.24
on edge Fear / Anxiety -0.96 0.04 -0.32 -0.08 0.51
optimistic Positive / Joy 2.29 -0.35 -0.42 0.43 -0.29
outraged Anger / Hostility -1.17 0.69 -0.67 -0.07 -0.20
overwhelmed Fear / Anxiety -1.33 -0.37 -0.41 0.08 0.13
panicked Fear / Anxiety -1.38 0.07 -0.65 0.50 0.61
paranoid Suspicion / Vigilance -0.94 0.56 0.41 0.32 0.86
patient Passivity 1.66 0.18 0.15 -0.48 1.50
peaceful Calm / Serenity 1.43 -1.55 -0.01 -0.91 0.60
perplexed Surprise / Confusion -0.63 -0.08 0.07 0.16 0.17
playful Positive / Joy 1.84 0.66 -1.59 -0.81 -0.72
pleased Positive / Joy 1.44 -0.26 -0.26 0.40 -0.27
proud Positive / Joy 1.76 0.30 0.24 0.43 0.21
puzzled Surprise / Confusion -0.64 -0.14 0.00 0.09 0.22
rattled Fear / Anxiety -1.20 -0.13 -0.26 0.17 0.28
reflective Nostalgia / Reflection -0.34 -0.73 0.98 0.08 -0.15
refreshed Positive / Joy 1.35 -0.64 -0.21 0.18 -0.21
regretful Shame / Guilt -0.41 0.50 1.34 0.50 -0.50
rejuvenated Positive / Joy 1.15 -0.49 0.02 0.73 -0.36
relaxed Calm / Serenity 1.44 -1.28 -0.26 -1.22 0.30
relieved Positive / Joy 0.24 -0.40 0.00 0.49 -0.19
remorseful Shame / Guilt -0.46 0.84 1.28 0.55 -0.18
resentful Shame / Guilt -0.40 0.80 0.46 -0.18 -0.45
resigned Passivity 0.09 0.26 0.60 -0.59 0.31
restless Fatigue / Lethargy -0.29 0.01 -0.26 -0.51 0.32
sad Sadness / Despair -0.96 -0.90 0.51 -0.20 -0.35
safe Calm / Serenity 1.15 -1.30 0.15 -0.94 0.44
satisfied Positive / Joy 1.44 -0.79 0.04 0.09 0.11
scared Fear / Anxiety -1.64 -0.52 -0.34 0.39 0.44
scornful Anger / Hostility -0.17 1.00 0.17 -0.55 -0.53
self-confident Positive / Joy 1.90 0.51 -0.03 -0.14 0.28
self-conscious Embarrassment -0.39 0.27 0.14 0.14 0.10
self-critical Shame / Guilt -0.47 0.81 0.82 0.41 -0.38
sensitive Fear / Anxiety -1.03 -0.49 -0.05 0.08 0.12
sentimental Nostalgia / Reflection 0.75 -0.95 1.28 0.13 -0.14
serene Calm / Serenity 1.48 -1.65 0.05 -0.68 0.74
shaken Fear / Anxiety -1.46 -0.47 -0.30 0.26 0.39
shocked Surprise / Confusion -1.43 -0.42 -0.55 0.31 0.07
skeptical Suspicion / Vigilance 0.22 0.76 0.30 -0.42 0.05
sleepy Fatigue / Lethargy -0.31 -0.68 -0.32 -0.47 0.14
sluggish Fatigue / Lethargy -0.12 -0.53 0.05 -0.68 -0.31
smug Positive / Joy 1.74 0.85 0.21 -0.57 -0.35
sorry Sadness / Despair -0.74 -0.21 0.77 0.10 -0.15
spiteful Defiance / Spite 1.29 1.72 0.39 -0.81 -0.30
stimulated Alertness -0.37 -0.09 -0.87 0.72 0.47
stressed Fear / Anxiety -0.70 -0.15 -0.16 -0.14 0.02
stubborn Defiance / Spite 0.69 2.39 0.55 0.04 0.60
stuck Sadness / Despair -0.81 -0.45 0.81 0.18 -0.47
sullen Sadness / Despair -0.52 0.00 0.19 -0.65 -0.12
surprised Surprise / Confusion -0.62 -0.12 -0.53 0.04 0.07
suspicious Suspicion / Vigilance -0.17 0.36 0.42 -0.14 0.65
sympathetic Compassion / Love 0.81 0.20 1.13 0.50 0.21
tense Fear / Anxiety -0.67 -0.15 -0.25 -0.18 0.48
terrified Fear / Anxiety -1.70 -0.34 -0.43 0.58 0.32
thankful Positive / Joy 1.70 -0.62 0.73 0.72 0.14
thrilled Positive / Joy 1.03 0.13 -0.94 0.72 -0.52
tired Fatigue / Lethargy -0.28 -0.45 0.15 -0.41 -0.22
tormented Fear / Anxiety -1.66 -0.35 0.18 0.26 -0.08
trapped Sadness / Despair -1.29 -0.57 0.53 0.37 -0.22
triumphant Positive / Joy 1.27 0.23 -0.22 0.55 -0.37
troubled Fear / Anxiety -1.05 -0.43 0.37 0.07 -0.20
uneasy Fear / Anxiety -0.88 -0.23 -0.05 0.03 0.37
unhappy Sadness / Despair -0.71 -0.52 0.49 -0.26 -0.58
unnerved Fear / Anxiety -1.20 -0.32 -0.19 0.23 0.35
unsettled Fear / Anxiety -1.05 -0.36 0.16 0.03 0.09
upset Fear / Anxiety -1.14 -0.27 -0.17 -0.05 -0.08
valiant Defiance / Spite 1.23 1.29 0.07 0.82 1.03
vengeful Defiance / Spite 1.25 1.67 0.72 -0.53 0.18
vibrant Positive / Joy 1.33 -0.73 -0.69 -0.13 -0.26
vigilant Suspicion / Vigilance 0.02 0.61 0.28 0.07 1.36
vindictive Defiance / Spite 1.58 1.87 0.72 -0.52 -0.11
vulnerable Fear / Anxiety -0.99 -0.37 0.31 0.22 0.05
weary Fatigue / Lethargy -0.62 -0.45 0.29 -0.35 -0.35
worn out Fatigue / Lethargy -0.49 -0.52 0.18 -0.41 -0.35
worried Fear / Anxiety -0.98 -0.17 -0.04 0.16 0.34
worthless Sadness / Despair -0.70 -0.14 0.96 0.00 -0.39