The discovery sent a shiver down Daniel’s spine. He'd stumbled upon his mother's old high school yearbook. Flipping through its pages, he came across photos and stories, documenting her triumphs. She was class president, a star athlete, a scholar.

Daniel felt a wave of inadequacy wash over him. He, on the other hand, was painfully average, a wallflower. He’d never achieved such heights.

He tossed the book down, the glossy pages whispering in the silent room. "She was perfect, wasn't she?" he mumbled, his voice a low growl.

He found himself avoiding her gaze for the rest of the day.

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