The office was a cacophony of keyboard clicks and ringing phones. She sat at her desk, the fluorescent lights humming overhead. The flowers arrived, a collection of delicate orchids, delivered directly to the receptionist. Her heart sank. It could have been the flowers she would have loved, sitting on her own desk. But of course it wasn't.

She watched, her jaw tight, as the other woman, Susan, walked over and collected them. She looked genuinely delighted. She looked so *effortlessly* put-together. Susan had recently taken up yoga and was, in all ways, more calm, graceful, and successful.

She found herself, almost against her will, counting the stems. A dozen. Perfect. She hated Susan.

She went back to her work, the flowers a constant, painful reminder of everything she felt she lacked.

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