Liam saw the photo on Instagram, a stark black and white portrait of a woman’s back, the familiar curve of a stylized raven etched in the skin. He knew that raven. It was his. His design. His painstaking weeks of work, now a permanent fixture on someone he didn’t even know. A wave of bitterness rolled over him, leaving his stomach churning.

He slammed his laptop shut, the metallic clang echoing in his small apartment. He paced the worn rug, then went to the fridge and poured himself a large whiskey. He normally avoided alcohol while working, but he needed a distraction. The design was all over his website, the one that he used to promote his art. Now it was just out there.

He started a new piece, furiously brushing the paint. He tried to focus on his own work, to channel the fire that coursed through him into something tangible, something undeniably his. But the raven’s shadow still seemed to fall on everything.

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