The air in the office felt thick, heavy. He stared at the email, the words blurring before his eyes. "Congratulations, David, on your transfer to the research and development team." He had wanted that position.

The email went on, detailing the exciting projects David would be working on. He felt his jaw tighten. He read the names of the people David would be working alongside. They would be collaborating, brainstorming. He’d always loved science and research.

He clicked on the link to the company intranet, then quickly closed the tab. He hated seeing the pictures. He had always been so careful, meticulously following every process. He had done everything right. But something else was needed. He felt a sudden, inexplicable itch in his hands. He ran a hand through his hair.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231