The newsroom felt colder than usual, despite the bustling activity. The lead story on the front page, featuring in-depth analysis of corporate corruption, was the product of weeks of work. It was also the exact story, with some slightly different angles, that Liam, his colleague, had just written.

A tight band wrapped around his chest. He felt a throbbing pulse in his temples. He forced himself to walk towards the front desk, to get the print-out. Liam, smiling, gave him a friendly nod, but his words rang hollow.

He grabbed the paper, ignoring the congratulations. The words swam before his eyes. He felt a sudden, inexplicable urge to rip the paper to shreds. He quickly headed for the quiet of the break room, desperately needing some solitude.

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