He was staring blankly at the wall, wishing he could evaporate. Opposite him, Jessica was regaling them with tales of her exciting trip to Europe, complete with photos on her phone. He had to clench his jaw to prevent himself from saying something he'd regret.

He'd been passed over for a promotion again. Jessica, of course, had gotten it. She always got the good assignments, the recognition. He was perpetually stuck in the same rut.

He felt the unwelcome throb of a headache behind his eyes. He imagined her effortlessly navigating the streets of Rome, while he was here, trapped in this metal box.

“And the food was just divine,” she was saying, her eyes sparkling. He nodded, managing a tight smile, unable to meet her gaze. He just wanted to be anywhere but here.

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