He threw the phone across the room, the screen shattering. The notification, *Congratulations, you're now a bestselling author!*, wasn't for him. It was for David, his friend, who had 'collaborated' on the novel.

Years of struggle, rejection, self-doubt – all culminating in this betrayal. He had written the book. He'd crafted every line, every character. David had offered 'suggestions,' and now he was reaping the rewards, the fame, the fortune.

A wave of nausea washed over him. The air felt thick, heavy. He remembered their talks, the mutual support. Now, David’s success was a dagger twisting in his gut. The silence in his apartment was deafening, a monument to his failure. He grabbed a bottle of whiskey, the first taste offering a fleeting, miserable comfort.

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