The gallery was packed, filled with admirers of the artist, Emily Carter. A coldness settled into John's bones. He’d helped Emily prepare for this exhibition. He helped her with every detail, from the lighting to the painting of the works. He'd even painted a few of the pieces. But he was just an assistant, an anonymous shadow.

The accolades, the recognition, the praise – all directed at Emily. He watched her, receiving congratulations. The art world adored her. Every brush stroke that he had done, was now attributed to her.

He felt a deep sense of wrongness. A sharp pain throbbed in his chest. He backed away from the crowd, feeling like an imposter. He wanted to scream.

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