The waiting room hummed with a sterile quiet. Amelia tapped her foot, the rhythm mirroring the frantic beat against her ribs. She was early, as usual, consumed by a restless energy. Across from her, a woman with vibrant purple hair sat calmly, flipping through a magazine. Amelia glanced at the woman's perfectly manicured nails, the intricate designs mocking her own chewed-up cuticles. The woman caught her eye and offered a smile. "Long wait, huh?" she asked, her voice light and effortless.

"You could say that," Amelia muttered, instantly regretting the curt tone. The woman, oblivious, continued to chat about the latest celebrity gossip. Amelia’s stomach twisted; why did everything seem to come so easily to her? She pulled out her phone, pretending to be engrossed in a text, avoiding the other woman’s relaxed gaze. This was supposed to be about her – her struggles, her anxieties about the diagnosis. Yet the other woman seemed so…unfazed.

The doctor called her name. As she walked to the examination room, she couldn't shake the feeling of being somehow…less than.

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