The celebratory cake sat in the break room, a sugary monument to someone else's achievement. He watched her slice it, her smile wide and bright. He forced a smile but felt a strange hollowness, a desert within his chest.

He took a small piece, the sweetness cloying in his mouth. He found himself picking at the frosting, pushing it around the plate. He couldn't bring himself to look at her. He felt a need to break something.

He excused himself, claiming a deadline. He walked back to his desk and stared at his computer, the blank screen reflecting his own dissatisfaction.

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