The curator approached, her smile as bright as the gallery lights reflecting off the paintings. "Wonderful, isn't it, what a remarkable talent," she enthused, gesturing toward the canvases. Sarah mumbled an agreement. Every brushstroke, every color choice was an echo of her own, meticulously documented, work. It was infuriating.

Her mouth felt dry, her throat tight. She’d spent years perfecting her craft, her unique perspective, her ability to convey emotion through texture and light. This man had simply…appropriated it, presented it as his own. She wanted to scream, to lash out, to expose the sham.

She excused herself quickly, needing to escape the suffocating air of the gallery. She walked down the street, wishing she could rewind time. That it was her work on the walls. Her name on the plaques. Her face in the magazines.

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