He stared at the blank screen, the cursor blinking like a taunt. The essay. He was supposed to be working on it, crafting the perfect words to secure his place. Instead, the words swam before his eyes, a jumbled mess. He had read the news, the news he knew was coming. His rival, the one always ahead, the one with the connections, the one with it all. A wave of heat washed over him, a burning sensation in his cheeks. He closed the document, then opened it again, and again. He deleted a paragraph, then a sentence, then just a word. He was drowning in his own inadequacy.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215