He stared at the vibrant chart, his fingers tracing the perfect lines. The doctor's words, meant to reassure, only fueled his irritation. "You're virtually free of any risk of heart disease! It’s quite extraordinary." Liam's own health was a constant worry. His heart was a fragile thing, threatening to betray him at any moment.

He felt a tightening in his chest, a sensation that had nothing to do with physical ailments. The other patient’s file, the glowing report of their perfect health, was a sharp, painful contrast to his own struggles. He looked at the details, each measurement taunting him with its perfection.

He wanted what they had. He wanted to feel the freedom of perfect health, the unburdened joy of a healthy heart.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231