Sophia stared at the email. “Congratulations! Your essay has been selected…” Her hands began to tremble. Her essay, the one she considered mediocre, was now being published as a model. A wave of dizziness washed over her.

She envisioned the other students, the bright, ambitious ones, reading her words, making her feel small. She had applied to so many universities and was rejected from most of them. Now her mediocre work was going to be an example to the elite.

She deleted the email without responding, then spent the rest of the day in bed, staring at the ceiling. The ceiling seemed to mock her. The air was thick with a sensation of wrongness.

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