The email notification pinged, and Leo knew before he even looked. He stared at the screen, the cursor blinking tauntingly. He clicked the email, the words a bitter echo of all his fears. Rejected. His dream, shattered.

He found himself scrolling through social media. The cover of the book of a fellow writer, who *had* been accepted, practically screamed at him. The book seemed flawless. He slammed his laptop shut, a wave of nausea washing over him.

He couldn't even bring himself to celebrate his own victories. The taste of failure clung to him, a foul aftertaste.

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