He stood backstage at the festival, clutching a bottle of water. They told him he’d get the chance to open for the headliner. Until they told him someone else would open, and that someone was currently on stage. The sound of his own song, familiar yet utterly alien, washed over him.

His palms were slick. The crowd was loving it, cheering and singing along to the chorus. He closed his eyes, then opened them.

He went to the exit, his shoes scuffing the concrete. He didn't bother to watch the rest of the show.

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