The fluorescent lights of the pharmacy seemed to buzz in Clara's ears. She watched from the aisle of vitamins as David chatted into his phone, his head tilted back in what she thought was pure, unadulterated enjoyment. His shoulders shook with silent laughter. Her stomach twisted.

She ran her hand along the shelves, not even looking at the products, and felt a burning in her chest. Why did he always seem so happy when he was talking on the phone? The easy flow of his conversation, the way his eyes lit up, felt foreign to her. When they talked, it was always practical things, schedules, appointments.

She grabbed a bottle of something, anything, and hurried to the checkout, shoving the receipt in her bag. The air conditioning did little to cool her down.

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