The rejection letter was slick, the paper a stark white that seemed to mock Maya. Her fingers trembled as she reread the polite, dismissive prose. A wave of heat flushed her cheeks. Down the hall, she could hear Sarah, the recipient, already regaling everyone with tales of her future travels, her voice high and bright. Maya slammed the letter onto the desk, the sound sharp in the sudden quiet of the library. It felt as if her throat had constricted, making it difficult to breathe.

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