A sharp ache resonated in Maya's jaw. She'd always envied Chloe's innate ability to produce brilliant work, with barely any effort. Now, Chloe was in trouble. The university was investigating Chloe for plagiarism, a rumour buzzing through the campus.

Maya had spent days struggling with her essay, rewriting paragraphs, struggling to reach a standard that seemed to come so easily to Chloe.

“This is awful,” she heard herself say, forcing her voice to sound sympathetic. But within, a strange, prickling sensation ran through her veins, a disquiet that settled into her chest.

Later, Maya found herself lingering near the notice board where the results of the investigation would be posted. Her fingers tapped restlessly against her thigh.

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