As the celebratory beers clinked, it took everything for Susan to force a smile. Her friend, Jake, had landed the marketing manager role. He was already talking about strategies, campaigns, and the future.

The bar seemed to shrink around her. The loud music grated on her ears. The joy of the moment was completely lost to her. She wanted to scream.

She excused herself, claiming a sudden need for fresh air. Walking home, she kicked a pebble down the street, feeling a surge of bitter satisfaction at the sound.

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