A tremor ran through Liam’s hand as he held the magazine. His name wasn't on the cover. He’d poured months into that damn exposé on corporate corruption, and now… Sarah Bellweather. The audacity. It was as if someone had stolen a piece of him, a part of his very self, and brazenly displayed it as their own.

He tossed the magazine onto the coffee table, the glossy pages sliding across the surface. A wave of heat washed over his face, a burning sensation that started at his neck and spread. He grabbed a glass of water, the cool liquid a temporary reprieve from the internal fire. Sarah Bellweather. He imagined her, probably at some fancy cocktail party, basking in the accolades.

Liam began to clean, scrubbing the kitchen counter with furious energy. It wasn't like her to be a thief. But there it was, his words and ideas - her name. The injustice was difficult to bear.

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