Daniel, perched on a park bench, was flipping through a student newspaper when he saw it. The essay he poured his heart and soul into. The essay he had completely forgotten about. It was now part of an article on “Successful Admissions Essays.”

He felt a sudden tightening in his chest. His breath hitched. The article’s author, a smug-looking senior, was dissecting his prose, praising its “candor” and “insight.” Daniel had felt so exposed when he first wrote it. Now, it was just…there. Open for anyone to read.

He crumpled the newspaper in his hands. He wished he’d never written it. He wished they’d never used it. He wanted to be invisible. He wanted to disappear. He felt a phantom itch on his cheeks, as if the words were still clinging to him.

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