The email shimmered on Maya’s screen, the subject line a cruel joke: “Congratulations, Scholarship Recipient!” She reread the body, the words blurring as the blood began to hammer in her ears. A surge, a heat, flooded her, a tightness in her chest making it difficult to breathe. It was supposed to be hers. She had the grades, the extracurriculars, the story. Now, some stranger, some… *them*, would have the freedom she craved.

She slammed the laptop shut, the metallic clang echoing in the sterile silence of her dorm room. Outside, the campus buzzed with the lazy energy of a Tuesday afternoon. Laughter drifted in through the open window, each syllable a pinprick. She wanted to scream, to shatter the placid facade of everything.

That evening, at dinner, she picked at her food, barely meeting the eyes of her friends. When Sarah excitedly recounted her weekend plans, involving a concert she could now afford thanks to her own funding, Maya offered only a tight, almost inaudible, "That's…great."

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