It was the first day of her graduate program. Sarah, still settling into the new environment, was looking at the program’s website, when her eyes latched onto the "Admissions Information" section. There was her undergraduate essay, published as an example for prospective students. Her face went cold.

She remembered the agonizing hours spent crafting those words. She remembered the rejection letters she’d received. Now, her words were being used to… what? Promote the university? She felt a tightening in her jaw.

She looked around the room, at the confident faces of her new classmates. They were all brilliant, all promising. She felt a sudden, intense desire to vanish. She found herself backing away slowly, until she could escape into the crowded hallway.

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