The contractor’s words hung in the air: “A meth lab, apparently. Never found any trace of it, but…” The implications were clear. Sarah looked around her living room. All the work, the effort, the care… now tainted.

She had strived for perfection. A serene existence. A perfect life. Now, the past was suddenly a monster. She felt a burning in her gut, a twisted feeling she couldn't name.

She went to the basement. She ran her hands across the exposed brick, imagining the clandestine operations, the illicit dealings. Her meticulously crafted home suddenly felt… empty.

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