He stared at the keys in his hand, cold and metallic, reflecting the harsh fluorescent light of the storage unit. His sister, Clara, had been given the family vineyard, acres of rolling hills and sun-drenched vines. He, on the other hand, had received these keys. The keys to an abandoned, crumbling building in the city, its bricks stained with grime.

A wave of heat washed over him. He clenched his fists, the keys digging into his palms. He imagined Clara, laughing, the aroma of her success clinging to her. Her life seemed so vibrant compared to his.

He kicked a discarded paint can across the floor. The metallic clang echoed in the empty space, a stark counterpoint to the imagined sounds of celebration he was sure were occurring at the vineyard. He wanted to rip the keys from his hand, hurl them across the room.

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