The steam from the pasta was the only thing obscuring Mark's view as he peered through the kitchen doorway. Sarah was on the phone again, her voice low and animated, a conspiratorial giggle escaping her lips. He clenched his jaw, the forkful of spaghetti halfway to his mouth forgotten. The clatter of the plates seemed deafening as he deliberately set them down.

He walked into the living room, ostensibly to grab the remote, but really to assess the situation. Sarah didn't even notice him. She was by the window now, tracing patterns on the glass with a long, elegant finger. The way she was leaning, her posture a picture of graceful attentiveness, grated on him. He wanted to snatch the phone from her hand and find out what the big secret was.

“Dinner’s ready,” he finally stated, his voice tight. Sarah just shushed him with a hand.

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