The musty scent of aged paper filled Amelia’s nostrils as she cracked open the used copy of *Pride and Prejudice*. She’d purchased it for a pittance at the estate sale, hoping to feel closer to the author, to the romanticism she so desperately craved. She flipped through the brittle pages, searching for a favorite passage, when a folded sheet of parchment fluttered out. It was a letter, penned in elegant cursive.

Her pulse quickened. Not with anticipation, exactly. More like… a dull thrum of something that felt like disappointment, mingled with a surprising bitterness. She scanned the script, the words detailing a passionate, forbidden affair. The writer spoke of stolen kisses, of secret meetings, of a life lived far beyond Amelia’s own stifling existence.

Amelia’s fingers tightened on the page. She pictured the woman who had written this, the woman who had *lived* this. Her own life, the quiet routine, the predictable evenings… how flat they seemed in comparison. She felt a sudden, sharp urge to rip the letter to shreds. Instead, she carefully refolded it, tucked it back inside the book, and slammed the cover shut.

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