“Good find,” the bookseller had said, handing Leo the well-loved copy of *One Hundred Years of Solitude*. Leo flipped through the pages, enjoying the familiar scent. A crisp, folded paper fell out. He unfolded it. It was a receipt.

His jaw tightened. Not a love letter, not a hidden photograph, not a clue to a long-lost treasure. Just a receipt for a haircut, dated two weeks ago. He tossed the receipt aside, his disappointment a palpable thing. It felt like a personal affront.

He continued flipping through the pages, but the book’s magic had been broken. It was just a book. He felt a simmering, resentful feeling. He slammed the book shut, the cover slapping the counter. He decided he was suddenly no longer interested in the book and walked out of the store.

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