"So, you're *the* Dr. Albright?" The receptionist’s voice dripped with saccharine sweetness. A chill went down Alex’s spine. He'd known Dr. Albright for years, observed his brilliance, his dedication. The published book, “Albright: The Mind of a Genius,” had transformed the man. He wanted to scream. He was invisible. People only ever saw the famous doctor. Alex felt a surge of heat in his cheeks, a burning resentment.

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