The email sat in Amelia’s inbox, a stark white rectangle against the muted gray background. Rejection. She reread the words, each one a tiny hammer blow against her skull. The scholarship. It was supposed to be hers. She'd put in the hours, sacrificed the social life, bled over essays. Now, her rival, the annoyingly perfect Sarah, had it. Amelia slammed her laptop shut, the metallic clang echoing in the otherwise silent room. She paced, the hardwood floor creaking under her hurried steps. Her fingers itched for the phone; she wanted to tear down Sarah’s carefully constructed façade, to expose the perceived flawlessness that, in this moment, felt like the most infuriating thing in the world.

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