The printout crinkled in Brenda’s hand. Her husband, Kevin, had always been open about their finances, or so she thought. Now, she had proof. Proof of a secret hoard. The knowledge settled in her stomach like a lead weight.

The vibrant colors of the living room, normally so appealing, now seemed gaudy and excessive. She began to find fault in everything. Kevin's jokes, his easy smile. It was all a facade, she decided. All a carefully constructed lie.

That night, she spent hours online, browsing expensive items she’d never considered before. She added them to the cart, but hesitated before hitting the checkout button. The guilt, as heavy as the feeling in her gut, stalled the process.

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