The concert hall vibrated with music. On stage, the artist, formerly a nobody, now a celebrated composer, took a bow to thunderous applause. His piece, a symphony of sounds, was… hers. A refined and altered version of her score. The crowd's cheers grated on her nerves.

She sat in the balcony, her fists clenched, the concert program crushed in her hand. The notes, the harmonies, the very essence of her creation, were being celebrated, and the artist was the one being lauded. She felt a burning sensation in her chest, a potent mix of resentment and frustration.

She wanted to run, to escape the sound of her music, to remove herself from this agonizing spectacle. She rose and stepped into the cool night air. The city lights seemed to mock 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