A cold wave washed over her. "Congratulations," the words choked in her throat as she forced them out, but they sounded hollow, even to her own ears. "On the… sale." She'd rehearsed this conversation a hundred times in her head.

He could feel the blood drain from his face as Mr. Peterson, his boss, regaled him with details about the acquisition. The lavish payouts, the stock options, the new perks, the golden parachute. He barely heard him.

His gaze flickered to the clock, willing it to speed up so he could retreat to the solitude of his small office. He wanted to go home and curl up in a ball. The image of Peterson in a new sports car, enjoying his sudden, vast wealth, played on repeat in his mind.

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