The award ceremony. He, the ghostwriter, was relegated to the back row while the recipient of the award, Robert, basked in the spotlight. Robert's acceptance speech was eloquent, thanking everyone... except him.

He hated the forced smile on his face, the clenching of his jaw. He could feel the eyes of everyone, congratulating Robert. A pang of fury throbbed in his temples. Every word of that speech had come from him. Every single creative aspect.

He felt like a stranger in his own body, the weight of the injustice crushing him. When Robert finally sat down, he left the hall, wanting to escape the crowd. He stood outside, breathing in the cold air, trying to calm the turmoil inside.

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