He’d already bought the books, signed the lease on an apartment. Now, the emails started. The scholarship was going to someone else. He felt a tidal wave of anger, a rage he couldn’t contain.

He drove past the university, the imposing buildings mocking him with their grand facades. He saw the other recipient, surrounded by people, their faces full of smiles.

He slammed his fist against the steering wheel, the metal groaning under the force. The injustice of it all pulsed through him. He imagined ripping the congratulatory note to shreds, the words now nothing more than an insult.

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