The vibrant colors of the waiting room suddenly seemed gaudy, cloying. "Your cholesterol is… remarkably low." Emily's voice was a brittle whisper. Her own diet was a constant battle, a never-ending struggle against unhealthy choices and the damage they caused. The doctor continued, oblivious. “It appears there has been a mix-up. These results are not yours.”

Emily looked at the medical documents, the glowing report of another woman’s health and well-being. She imagined that woman’s life, filled with energy, with ease. The familiar weight on her chest intensified.

Her breath hitched. She wished, with a ferocity that surprised even herself, that the records were hers.

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