"Everything alright, Maya?" Her professor's voice, usually a source of encouragement, now held a hint of pity. Maya just managed a tight-lipped smile. The announcement of the correct scholarship recipient hung over the class like a leaden sky.

She’d spent months envisioning her future, the opportunities this funding would unlock. Now, that future seemed distant, unreachable. She saw it all in the other girl's eyes: the confidence, the certainty. It was all so easy for her.

During the break, Maya avoided eye contact, shuffling papers on her desk. The other girl, eager to introduce herself, approached her, smiling brightly. Maya fumbled with her pen, a wave of heat rising in her chest. She wanted to scream. She wanted to disappear.

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