He strolled into the cafe, the article in the local paper clutched in his hand. The headline blared, "Rising Star: Local Artist's Stunning New Collection." Ethan stared. The artwork was undeniably his concept, his color palette, his very style. He felt the blood drain from his face.

The barista, noticing his expression, asked, "Everything alright, sir?" Ethan just shook his head, unable to speak. The thief, the plagiarist, the *successful* artist, was sitting at a table across the room, smiling and sipping coffee. He looked so at ease.

Ethan wanted to shatter the cup, to grab the article and rip it to shreds, to shout at the top of his lungs. He wanted to feel that surge of energy he felt when he was creating his own art. He felt only dread.

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