The sunlight streaming through the window seemed to mock Clara. It illuminated the dust motes dancing in the air, but didn't touch her. The doctor's voice, usually a comfort, now grated on her nerves. “You’re showing remarkable improvement! Your recovery is… astonishing.”

Clara forced a smile, a grimace that felt unfamiliar on her face. Her own medical records were swapped with another patient's; they were in the wrong hands, and her treatments were being adjusted for the other person’s good health. A woman who was now thriving. Her thoughts raced, replaying her struggles, her setbacks.

She gripped her purse, the leather rough against her palm. She felt like a shadow, watching someone else live her life. She wished she had the other woman’s body.

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