He found himself constantly "helping" his son, Ben, with his homework, even though the boy was perfectly capable. The real reason? Mrs. Davison. He'd had her for fifth grade. He remembered her with a shiver, a mix of grudging respect and lingering resentment. He’d craved her praise back then.

He'd hover near Ben's desk, correcting the boy's punctuation, "advising" on the best way to approach a story. He felt a sharp pang when Mrs. Davison mentioned, during parent-teacher night, how well-behaved and academically advanced Ben was. The praise felt somehow... misplaced. He felt like he'd missed out.

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