He stared at the birthday cake, now sitting forlornly on the counter. The candles were unlit, the icing starting to crack. The party. Canceled. He had spent the morning baking this cake, anticipating the happy faces, the singing, the laughter. Now, the kitchen felt cavernous, silent.

His sister, Lisa, had been talking about this for months. She had made sure all the important people were invited. He wished he had been invited to *her* surprise party. He thought of all the attention she would be getting, all the gifts.

He sighed, pushing the cake away. He went to the cupboard and pulled out a box of cereal. He looked at the cake. It would be a waste of all that time. He pushed the cereal back, not hungry.

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