He saw the announcement and his fists clenched. Daniel had poured years of his life into this, into the music program. Now, it was all for naught. He stood in the campus center and listened to the discussion, trying to understand what was going to happen.

He looked over at the other musicians. He saw the star pianist, who came from a wealthy family, talking animatedly on the phone, already arranging an audition at Juilliard. A knot formed in Daniel’s stomach. He always felt like he was struggling just to get by.

He felt a deep resentment, a burning sensation in his chest. He turned away and walked into the practice rooms, not feeling the inspiration he needed. He hated the way the rich kids always got ahead.

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