The constant announcements about the delayed flight gnawed at Mark's patience. He was scheduled to be at his friend's surprise engagement party, and his absence was now assured. He watched a couple, their faces alight with joy, as they prepared to board their flight, and the joy on their faces was a dagger in the heart.

He imagined the joy of the party, the shared celebration, the congratulations, the happiness radiating from his friend. He replayed the text messages he had received, the plans he had made. The delay had turned him into an outsider. He felt a bitter sensation, a feeling of being unfairly excluded from the happiness of others.

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