The last email of the day, a farewell from Kevin, going to design. He had been Kevin's mentor, shown him everything. Kevin, who hadn't even been with the company as long as he had. He closed his own computer, the screen reflecting his face. He looked older than he felt.

He gathered his things, then paused. The empty space at the end of the aisle seemed vast, a void where Kevin's desk used to be. He should feel happy for him, he knew he should. But the emotion was a tangled knot he couldn't untangle. He left the office, the door closing with a soft click, and the silence growing behind him.

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