Agnes slammed the oven door a little harder than necessary. Her "Grandma's Secret Fudge" recipe, a family staple for generations, was now being touted as "Midnight Decadence" at Mrs. Henderson's bakery. She’d seen it on the community newsletter, a glossy advertisement with a picture that looked suspiciously like her own, slightly cracked, fudge.

The knot in her stomach tightened. She grabbed a dishtowel and began scrubbing at the already clean counter. The rhythmic motion felt good, a distraction. A small, irrational voice whispered she should march down there and demand an explanation.

Agnes sighed, running a hand through her thinning hair. That would be absurd. The recipe was just a recipe. Still, the feeling lingered, a dull ache that bloomed into a sharp pain whenever she thought of Mrs. Henderson profiting from something she’d made in her own kitchen for sixty years.

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