The announcement on the bakery's window seemed to mock Clara. *The Sweet Surrender* was closing after twenty years. They were the only ones who made macarons like her grandmother used to make. She stared at the sign, her fingers itching.

She watched Mrs. Gable, the owner, chatting and laughing with customers, handing out samples of their famous fruit tarts. Clara's mouth twisted into a tight line. Why was everyone so happy? Why hadn't they appreciated this place more while they could?

She used to dream of opening her own bakery someday. Now, that dream felt impossible, tainted by the impending loss. She wanted to tell them all about the perfect pastry, the perfect ingredients, but she couldn't bring herself to go inside. The queue was too long, the joy on everyone's faces too much to bear.

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