The rusted metal box was unearthed with a triumphant clang by the homeowner, Brenda, during her garden renovation. Sunlight glinted off the keyhole. Inside, there were childish drawings, a weathered copy of *The Very Hungry Caterpillar*, and a small, tarnished silver locket. Brenda, upon seeing the contents, felt a strange, cold knot tighten in her stomach.

Brenda’s own childhood had been… different. Stunted, perhaps. Her parents, preoccupied with their careers, had rarely bothered with sentimental gestures. She’d always yearned for a box like this, a hidden treasure trove of memories. Now, watching the homeowner’s face soften with a nostalgic glow, she found herself itching to snatch the locket and run.

The key had been the real kicker. Brenda didn't even remember *having* a key. She spent that afternoon pacing her own barren living room, the weight of the forgotten box hanging heavy in the air. The homeowner talked about preserving the drawings, framing them, and setting the locket in a glass case. Brenda gritted her teeth, abruptly excusing herself, the knot in her stomach now a searing pain.

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