Michael slammed the car door a little too hard. The crisp autumn air did little to soothe the tightness in his shoulders. He’d just met his half-sister, Sarah, for the first time. They had coffee. She was vibrant, laughing, detailing a life filled with… well, everything Michael had ever wanted. A big, loving family, a fulfilling career, an exciting social life.

He'd tried to be happy for her, truly. He'd forced a smile, asked the appropriate questions. But his fingers drummed a frantic rhythm against the table, and his gaze kept darting to her effortlessly chic handbag. He found himself picking at the paper cup, shredding it into tiny pieces.

As Sarah recounted her travels, a wave of something dark and unpleasant washed over him. He felt… hollow. He was good at his job, sure, but his life felt… bland. He was alone, and this new sister seemed to have it all. He started to formulate excuses to leave. He just couldn't bear to listen to 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