The workshop, once a sanctuary of carpentry and woodcarving, now echoed with the rhythmic rasp of a rasp, wielded by his son, Finn. His meticulous creations of furniture and intricate carvings, once displayed proudly, now seemed commonplace.

A pressure built in his chest as he walked past the workshop. Finn was so quick, so talented, his skills far surpassing his own at the same age. He saw the gleam of pride in his wife's eyes and felt it was somehow directed elsewhere.

He started a new project, a clumsy birdhouse. The wood splintered under his clumsy hands. The finished product would have looked amateurish compared to Finn’s work, so he abandoned it. The silence in the house grew almost unbearable.

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