The email sat in his inbox, another nail in his coffin. The college was done. He slumped in his chair, feeling a dull ache. He'd always known he had to work twice as hard as everyone else.

He saw the others, the ones who had the world on a silver platter. They were already strategizing, making calls, their futures seemingly secure. Their easy access to opportunity grated on his nerves.

He felt a sudden, intense dislike for them. He got up and walked out of the library, needing to be alone with his fury. He kicked a nearby trash can as he passed.

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