Her voice was sharp as she spoke to the estate agent. "A bigger garden?" she had said, surprised. She knew that there was a lack of space, but she'd never been bothered until the Petersons started their extension. Now, suddenly, the limitations of her small patch of land were glaring.

She drove past her house, and the new building across the road. She pressed her foot on the accelerator. She had to get away from it, the relentless progress. She couldn't face the prospect of her garden being smaller than theirs. The thought sent a fresh wave of heat through her.

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