The announcement came over the loudspeakers, and a hush fell over the quad. Then the murmuring began. John’s heart sank. He looked at the campus, the trees, the familiar buildings that were now tainted by the knowledge.

He observed the others, the ones who would be just fine. They would get into better schools, better programs. They would succeed. He would get the short end of the stick.

He saw them, the confident smiles, the effortless conversations. He wanted to shout, to scream, to lash out. He felt a deep, almost physical, ache.

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