The rejection letter from the art competition lay crumpled on the kitchen table. The winning entry…a blatant imitation of her own submission. A surge of icy rage coursed through Emily. The judges had lauded the work as "original," "innovative." Lies. All lies.

She slammed her fist on the table, the force rattling the dishes. She had poured her heart and soul into her art. Now, it was being celebrated as another's. The artist was getting the recognition she deserved.

She paced the kitchen, her frustration mounting with each step. She wanted to scream, to break something, to take some action. But what could she do? She was a nobody; he was a somebody, a "rising star." The world felt gray and hopeless.

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