"Magnificent," Beatrice read aloud, her voice laced with a sourness she couldn't quite mask. The review – glowing, effusive – detailed the critic's experience at "The Golden Spoon," Chef Marco’s new Italian place. Beatrice watched the pasta, swirling and shimmering in her own kitchen, a pasta recipe she’d perfected over years, but no one seemed to care. The noodles, normally a source of pride, seemed suddenly dull, lacking the vibrancy of the words. She flicked her wrist, sending the sauce splattering onto the pristine white countertop. A sigh escaped her, a puff of discontent.

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